Question: Represent the description about an image caption for finding similar short descriptions.

Question: A blue sign that is above a shop.

Represent the description about an image caption for finding similar short descriptions

A large bagel bakery called " The Happening Bagel Bakery ".

Represent this image caption as a vector to find a similar short description.


Question: Represent this image caption as a vector to find a similar short description

Question: A DEAD END SIGN ON THE SIDE OF A SNOWY ROAD

Represent the text to find another text that is a caption of the same image.

A dead end siting sitting in the middle of  a snow covered field.

represent the text to find another text that is a caption of the same image

A BUS IS DRIVING ON THE BEACH ALONG SIDE THE WATER


Question: Represent the text to find another text that is a caption of the same image

Question: A peacock standing sideways next to a building.

represent the description about an image caption for finding similar short descriptions:

A peacock outside a house under the window.

Represent the description about an image caption for finding similar short descriptions

A deer like animal standing on a sidewalk next to a fire hydrant.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a bunch of lambs that are standing in grass

The sheep is looking intensely at the camera.

a couple of zebras that are walking around


Question: represent the text to find another text that is a caption of the same image

Question: A large white bird flying flying over a large body of water.

represent the description about an image caption for finding similar short descriptions

The provided query could be "A meal of potatoes, broccoli and carrots and a piece of meat" and the positive "some meat carrots broccoli and potatoes on a white plate"

A seagull in flight over the ocean with other gulls perched nearby.

A blue train traveling over a bridge over a large body of water.


Question: Represent this image caption as a vector to find a similar short description

Question: A fire hydrant is built into a wooden deck.

Represent this image caption as a vector to find a similar short description

A fire hydrant mostly encased by a wooden deck

A fire hydrant is alongside an empty road.


Question:
Represent the input
A collie wearing a Santa Clause hat

a brown and white dog in a red hat and a brown and black cat

represent the description about an image caption for finding similar short descriptions

A light brown chihuahua dog wearing a fluffy hat


Question: Represent this image caption as a vector to find a similar short description

Question: THERE IS A ERSON SITTIG O THE BUS AT THE WINDOW

represent the text to find another text that is a caption of the same image

A full view of some passengers traveling to somewhere.

Represent this image caption as a vector to find a similar short description

A CHEF IS HOLINDG CARROTS IN HIS HAND SMILING


Question: Represent the description about an image caption for finding similar short descriptions

Question: A view of a variety of store fronts on a street.

some buildings and many different signs and some street lamps

A street sign on a city street near a building.


Question: Represent this image caption as a vector to find a similar short description

Question: Three animals  stand near a fence at the top of a small hill.

a couple of sheep stand on top of a hill

Represent the text to find another text that is a caption of the same image

A black cow standing on top of a grass covered field.


Question: represent the text to find another text that is a caption of the same image

Question: billboard reads "WE BILL YOU WITH TOLL-BY-PLATE" next to freeway

Represent this image caption as a vector to find a similar short description!

Cars are lined up approaching a toll booth.

A light up sign that says "PIZZA SLICES"


Question: Represent this image caption as a vector to find a similar short description

Question: a woman and man pose in front of some trees

Represent the description about an image caption for finding similar short descriptions:

Young couple dressed up and smiling for camera.


Question: Represent the text to find another text that is a caption of the same image

Question: A bus is driving out of a parking lot and getting on the main road.

Represent the text to find another text that is a caption of the same image

A white and red bus driving down a street.

Two people are walking on the sidewalk and a bus is coming down the street.


Question:
represent this image caption as a vector to find a similar short description

E.g.
"a close up of plates of food on a table" == "A few plates with food and sauces are set on a table." != "a close up of a drink on a table near a laptop"

Question: The back side of a rather dilapidated looking train

A train car sitting in front of a train station.

Represent the description about an image caption for finding similar short descriptions.

A clock on a dilapidated broken wall in a house


Question: represent this text

Question: A model train traveling over a bridge on top of rocks.

Represent the description about an image caption for finding similar short descriptions

a loads train crossing a rocky bridge  near  some building

Represent the text to find another text that is a caption of the same image.

A small train with passengers driving down the road.


Question: Represent this image caption as a vector to find a similar short description!

Question: Two street signs show an attraction and street name

A street sign with two signs hanging off of it's sides.

Represent this image caption as a vector to find a similar short description.

A stop sign and a no uturn sign on a street


Question: represent this image caption as a vector to find a similar short description

Question: A white tow truck pulling a red bed behind it.

A tow truck towing a bus down the street.

Represent the description about an image caption for finding similar short descriptions

A gray truck with a brown dog on it's flat bed.


Question: represent this image caption as a vector to find a similar short description!

Question: The zoo visitor is looking at the giraffes.

represent the text to find another text that is a caption of the same image

------

For example, a bathroom with a toilet and a bath tub should be similar to A bathroom in need of repair has a hole in the wall and insulation showing.

Two giraffes near a woman holding grass and one giraffe eating it out of her hand.

represent the description about an image caption for finding similar short descriptions
Given a kid is biting in to a doughnut, a positive would be A young boy who is eating a chocolate doughnut.

A baby giraffe between two adult giraffes next to rock wall.


Question: Represent this image caption as a vector to find a similar short description

Question: A bird figurine sitting on top of a stack of books.

Represent the text to find another text that is a caption of the same image.

Several books that are stacked on top of each other.

A vase filled with flowers on top of a counter.


Question: Represent this image caption as a vector to find a similar short description

Question: a person that has a owl on their arm

Represent this image caption as a vector to find a similar short description.

A white owl sitting on a person's gloved hand

a person that has a cat on their shoulder


Question: Represent the text to find another text that is a caption of the same image!

Question: City bus in traffic near apartment buildings in light rain.

A bus driving past tall buildings down a city street.

Represent the text to find another text that is a caption of the same image:

Wide street full of moving traffic in an industrial area.


Question: represent the description about an image caption for finding similar short descriptions:

Question: a street during the day with no traffic on it

represent this image caption as a vector to find a similar short description

A lone sign post stands in a city street at sunset.

Represent the text to find another text that is a caption of the same image

a street sign on a pole with buildings in the background


Question: Represent the text to find another text that is a caption of the same image

Question: A big tower with a clock mounted on it

A black and white photo of a clock tower against a partly cloudy sky.

represent the description about an image caption for finding similar short descriptions.

A building with red doors and yellow walls and a bell-like structure nearby.


Question: Represent this image caption as a vector to find a similar short description

Question: Three white birds that are flying low to the ground.

Represent the text to find another text that is a caption of the same image

Represent this image caption as a vector to find a similar short description

Two birds that are standing in the water.


Question: Represent the text to find another text that is a caption of the same image

Question: a bunch of people that are loading into a train

A train platform with many people boarding a train.

a couple of people that are sitting on top of a horse


Question: Represent this image caption as a vector to find a similar short description:

Question: A train engine with a large snow plow on the front of it.

a red plow train engine tracks and trees

A locomotive train spewing smoke on the tracks.


Question: Represent the text to find another text that is a caption of the same image

Question: A couple of traffic signs hanging from a traffic light pole.

a group of buildings with signs on and in the front

represent this image caption as a vector to find a similar short description
------
Examples:
Provided: "a person riding a surf board in the water " Match: "The man laying on the wave in the ocean."

A do not enter sign sitting under a traffic light.


Question: Represent this image caption as a vector to find a similar short description

Question: A train passing by a train station in the open.

Represent the description about an image caption for finding similar short descriptions.

A train sitting at an empty train station.

A bus driving on the road near a building.


Question: Represent the text to find another text that is a caption of the same image

Question: A white and gray train next to a train station platform.

a white and gray train on its track at a station

A red train traveling down train tracks near a forest.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A road sign on a street light with a potted plant

a pole holding onto a street sign  and a potted plan

A white truck driving by a street sign with an arrow on it.


Question: Represent the text to find another text that is a caption of the same image

Question: Several young elephants in their habitat in an enclosure.

a sandy ground with animals and pens scattered around

Two giraffes walk in the dirt in an enclosure.


Question: Represent this image caption as a vector to find a similar short description

Question: A bird stands in water near a field

The large bird is flying over murky waters.

A bird sits on a branch in a tree with leaves


Question: Represent the natural language

Question: a person waling next to a construction site

represent the description about an image caption for finding similar short descriptions:

------

For example, Two women on horses surrounded a three men one of them talking a picture.  should be similar to A couple of women riding on the back of brown horses.

A construction worker walking past several pedestrian signs.


Question: Represent the text to find another text that is a caption of the same image

Question: A woman is standing next to a sign

represent the description about an image caption for finding similar short descriptions

there is a woman standing in the grass pointing to a sign


Question: represent the text to find another text that is a caption of the same image

Question: a black and white street sign on a black pole and some wires

A street sign hanging from the side of a pole.

Represent this image caption as a vector to find a similar short description!

a white clock on a post and a tree and some buildings


Question: Represent this image caption as a vector to find a similar short description

Question: A giraffe stands next to a rock outcropping

represent this image caption as a vector to find a similar short description

a giraffe standing next to a wall and looking at someone

Represent the text to find another text that is a caption of the same image

A pair of zebras stand together next to a fence.


Question: Represent the text to find another text that is a caption of the same image

Question: A flock of birds flying over a bunch of parked cars.

Represent this image caption as a vector to find a similar short description:

Skateboarders approaching birds eating french fries of the street.

Represent the text to find another text that is a caption of the same image.

A herd of sheep standing alongside of a lake surrounded by mountains.


Question: Represent the text to find another text that is a caption of the same image

Question: Two children watch as a man puts the finishing touches on a train-shaped cake.

Represent this image caption as a vector to find a similar short description

A man hovering over a train cake on top of a table.

a child poses for a picture next to a small elephant.


Question:
represent this image caption as a vector to find a similar short description!

For instance you may be given 'A woman wearing a dress and cap swinging a baseball bat ' and it should match with 'A woman swinging a baseball bat on a field.' but not with 'A person wearing a hat and swinging a tennis racquet.'.

Question: A couple of green street signs above a metal pole.

Represent the description about an image caption for finding similar short descriptions

a street sign sitting in front of some buildings


Question: Represent the text to find another text that is a caption of the same image

Question: A table setup with plates, silverware and wine glasses.

represent the text to find another text that is a caption of the same image.

a table full of empty wine glasses and silverware

A cupboard with the doors open full of plates and bowls.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a red yellow and white train and some people and buildings

People standing and waiting to board a train.

represent this image caption as a vector to find a similar short description

a blue and yellow truck some trees and bushes


Question: Represent the text to find another text that is a caption of the same image:

Question: a big train rides over a bridge

Represent the text to find another text that is a caption of the same image

a train moving along a railway line very fast


Question: represent the text to find another text that is a caption of the same image

Question: some yellow and black signs and a brown building

Represent the text to find another text that is a caption of the same image.

A yellow crossing sign that is on a pole.

a red and white stop sign and some bushes and trees


Question: Represent the description about an image caption for finding similar short descriptions:

Question: A commuter train pulls in to a station in a city.

represent the description about an image caption for finding similar short descriptions

Blue and yellow train pulling up to a train station.

A train sits on the tracks in a train yard.


Question: Represent text

Question: The little penguin is black and white with pink near the eye.

a penguin standing and staring on so much snow

The small bird has grey feathers with black wing tips.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Looking down several parallel train tracks, a long, sleek passenger train is moving this way.

A black locomotive is pulling a box train on the tracks.


Question: Represent this image caption as a vector to find a similar short description

Question: An old fire hydrant that is open and pouring water.

represent the text to find another text that is a caption of the same image

A fire hydrant pouring water into a road.

Four children that are playing by a fire hydrant that is spraying water.


Question: Represent the text to find another text that is a caption of the same image

Question: Hats and a tie hanging on a rack on a wall.

A wall with several hats hanging on the side.

Represent this image caption as a vector to find a similar short description

Small clock on a wall next to a mirror and coat rack.


Question: Represent the text to find another text that is a caption of the same image

Question: 34th Street corner with one pedestrian and several vehicles.

A city block intersection with cars stopped on a corner.

A stop and street sign on a pole near a car.


Question:
represent this image caption as a vector to find a similar short description

E.g. given 'A truck pulling a trailer in the deep green woods.' it should be close to 'A truck and camper parked under tall trees.' but not to 'A freight train crossing a wide dirt road in the mountains'.

Question: A red and white striped bus sitting at a bus stop on the street.

Represent this image caption as a vector to find a similar short description

A red public transportation bus at a bus stop.

Represent the description about an image caption for finding similar short descriptions

A yellow and white VW van parked on the street.


Question: represent the description about an image caption for finding similar short descriptions

Question: Pigeons looking for food on the ground.

represent this image caption as a vector to find a similar short description

Represent the text to find another text that is a caption of the same image

People riding horses along the edge of a beach.


Question: represent this image caption as a vector to find a similar short description

Question: A man reading a book on the subway

represent the text to find another text that is a caption of the same image

Fewshot example: "A table with a cake, cupcakes and a coffee maker." == "A cake, pitcher, bowl and package of frosting sitting on a table."

Two people sitting nest to each other on a bus.


Question: represent the text to find another text that is a caption of the same image

Question: A red train traveling down a street next to a building.

A red train being driven by a person travelling near a building.

represent the description about an image caption for finding similar short descriptions

A white and green bus driving down a street next to a sidewalk.


Question: Represent the text to find another text that is a caption of the same image

Question: a man on a brown horse riding very fast

A woman riding a horse in the dirt near tents.

a person on a yellow and black bike riding in the woods


Question: Represent the description about an image caption for finding similar short descriptions

Question: this is a black dog wearing a hat on a bed

Represent the text to find another text that is a caption of the same image

A black dog with a hat on the bed and a man seated on a chair


Question: Represent the description about an image caption for finding similar short descriptions

Question: a bird hunts for bugs in the tall grass

A small bird walking across a grass covered field.

an elephant standing in some tall grass next to the bushes


Question: Represent the description about an image caption for finding similar short descriptions

Question:
Street sign showing the name of the street in English and then in
Asian characters below

Represent the description about an image caption for finding similar short descriptions

A traffic pole in the street with street signs attached to it.

A sign located in a park written in French is shown.


Question: Represent the text to find another text that is a caption of the same image

Question: A bright red train is on the railroad tracks.

A red train traveling along the tracks through a lot of trees.

Represent the text to find another text that is a caption of the same image!

A yellow and purple train is going under a bridge.


Question: Represent the text to find another text that is a caption of the same image

Question: Two birds stand on a bird feeder.

represent the description about an image caption for finding similar short descriptions

Birds standing on a bird feeder filled with seed


Question: Represent the text to find another text that is a caption of the same image

Question: A restaurant on the street with a verandah

represent the text to find another text that is a caption of the same image

A potted plant at the entrance of a building

there is a panoramic view of a small bedroom


Question: Represent the description about an image caption for finding similar short descriptions

Question: A railway on a bridge with river crossing below

Represent this image caption as a vector to find a similar short description

A train is seen on a bridge over a river.

Represent the text to find another text that is a caption of the same image:

A short train running on tracks alongside a road.


Question:
represent the description about an image caption for finding similar short descriptions
------
Fewshots:
'A fire hydrant and a tree next to a parking lot.' == 'A tree is blocking the view of an empty parking lot' != 'A red car sitting next to a parking meter.'

Question: A street sign with the United States flag flying over trees

A intersection sign with the Amercian flag in the back.

A sign at a bus stop with routes listed on it.


Question: represent the description about an image caption for finding similar short descriptions.

Question: A street light with a street sign and a one way sign hanging off the side of it.

A city street that has buildings on both sides of a street sign post.

A blue stop sign on a street with cars parked across the street.


Question: Represent the description about an image caption for finding similar short descriptions.

Question: A street light and sign with cars parked nearby

A lap post with green banners standing in the snow.

Represent the description about an image caption for finding similar short descriptions:

Buses parked with a mountain view behind them


Question: Represent the description about an image caption for finding similar short descriptions.

Question: A man in a hat with a backpack standing next to stone stairs.

A man with a back pack standing by brick steps.

represent this image caption as a vector to find a similar short description

A woman sitting on top of a stone bench with a cat.


Question: A yellow train pulling into a station.

A commuter train on the tracks in a terminal.

Represent the description about an image caption for finding similar short descriptions.


Question: Represent the text to find another text that is a caption of the same image

Question: A flock of birds gather on a rock in the water.

a flock of birds are resting on some rocks

A large bear rests on a rock in the forest.


Question: Represent this image caption as a vector to find a similar short description:

Question: A tug boat floating along a body of water.

represent the description about an image caption for finding similar short descriptions

Example:
Provided: "The two birds are fighting over the delicious food." Match: "Two birds standing on a table with food on it."

represent this image caption as a vector to find a similar short description E.g.:
a table with a cloth on it has a meal and drinks on it == a well arranged table and a flower in a glass vase

A large red boat traveling along a river.


Question:
represent this image caption as a vector to find a similar short description:

E.g. given 'Older people sitting down on benches outside with luggage' it should be close to 'A man sits next to a woman and they both look surprised.' but not to 'Males and females walking in the street and on the sidewalk with their luggage.'.

Question: Some very cute giraffes together by a big wall.

Some giraffes are walking around the zoo exhibit.

Some very cute cats laying together by a window.


Question: Represent this image caption as a vector to find a similar short description

Question: A commuter train stops at a station to pick up passengers.

Represent the text to find another text that is a caption of the same image

A train engine pulled into a station as passengers wait.

A bus is parked outside of a stadium awaiting passengers to board.


Question: Represent the text to find another text that is a caption of the same image:

Question: A large black dog with a hat in a room.

A dog laying on the floor with two hats on his head.

represent the text to find another text that is a caption of the same image

A white cat in a blanket covered in sheets.


Question: Represent the text to find another text that is a caption of the same image!

Question: Two cartoon like birds sitting in a tree.  One is a gray with a long tail and the other has an orange beak

a number of birds on tree branches with a sky background

Represent the text to find another text that is a caption of the same image

The little bird has blue feathers and a yellow chest.


Question: Represent the description about an image caption for finding similar short descriptions:

Question: A man without a shirt standing next to another man in a gay bar.

a man wearing a kinky top getting directions

Represent the description about an image caption for finding similar short descriptions

A woman in short shorts standing next to a young man.


Question: Represent the text to find another text that is a caption of the same image!

Question: The reflection of a street, a bus and cars in the windows of a train.

represent this image caption as a vector to find a similar short description

The windows of a train showing a reflection.

Represent this image caption as a vector to find a similar short description

A train next to a wall and a body of water.


Question: represent this image caption as a vector to find a similar short description

Question: Two train attendants in vests are running towards a moving metro train.

Represent the description about an image caption for finding similar short descriptions:

A couple of men standing next to a train on a loading platform.

A lone man walks on the platform near a metro train.


Question: Represent the text to find another text that is a caption of the same image

Question: A train pulling into a stop at night.

A train stops at the station to pick up passengers.

represent the text to find another text that is a caption of the same image.

A blue and yellow passenger train at a station.


Question: Represent the text to find another text that is a caption of the same image

Question: a flock of sheep laying under a shady tree

a group of sheep resting in the meadow under a large shade tree

a lamb standing next to a bigger sheep eating some grass


Question: represent the description about an image caption for finding similar short descriptions

Question: A construction worker standing next to a white dump truck.

Represent the description about an image caption for finding similar short descriptions

This is a man working on a construction site on a busy road.

A large orange truck parked next to a woman.


Question:
represent the description about an image caption for finding similar short descriptions
Examples:
Provided: Two giraffes near some bushes and trees and a body of water. Match: two giraffes in the bush near some waters Hard Negative: A group of elephants walking in a green and rocky area with many trees surrounding them.

Question: A STOP sign at an intersection on a snowy day.

A Stop and road signs on a road in  a night with a street light

Represent the description about an image caption for finding similar short descriptions:

A crosswalk on a city street on a wet night.


Question: Represent the text to find another text that is a caption of the same image

Question: There are multiple cars parked on the street by a sidewalk.

A red and white no parking sign sitting on the side of a street.

Represent this image caption as a vector to find a similar short description:


Question:
represent the description about an image caption for finding similar short descriptions

E.g. Two white horses stand in a field, one near a fence.  == Two white horses in a grass field behind barbed wire. != A brown horse is grazing by a mountain range.

Question: Two giraffes standing in a decorative stone enclosure.

A couple of giraffe standing next to each other.

Three giraffes on dirt area next to a wooden barn.


Question: represent this image caption as a vector to find a similar short description

Question: A teddy bear is sitting on a seat on a light rail train.

Represent this image caption as a vector to find a similar short description

A puppy is standing on the seat of a motorcycle.


Question: Represent this image caption as a vector to find a similar short description

Question: A corner of a street at night with a well lit business and sign.

a small doughnut show on a corner of a street

Represent this image caption as a vector to find a similar short description!

A person on a street with vehicles and a building with a clock.


Question: Represent the text to find another text that is a caption of the same image

Question: Bird chilling on on tree log by the river

There is a bird perched on the tree limb by the water.

represent the text to find another text that is a caption of the same image! For instance, <<VERY OPEN BATHROOM WITH A STRANGE PATTERN ON THE FLOOR>>  to <<a bathroom filled with floor tiles in a wild pattern>>

Bird standing on post at dock by a house


Question: Represent this image caption as a vector to find a similar short description

Question: a man sitting  the beach next to a green surfboard

A man sitting in the sand on a beach next to his surfboard.

a man sitting  in a lawn chair in the snow


Question: Represent the text to find another text that is a caption of the same image

Question: A sign in the middle of a road directs people on how far different cities are.

Represent the text to find another text that is a caption of the same image

A wooden spot in the middle of a street with various signs.

A stop sign telling pedestrians not to enter an area where there is work taking place.


Question: Represent this image caption as a vector to find a similar short description.

Question: The crowd of people are lined up to board the passenger bus.

A group of people who are boarding a bus.

Represent the description about an image caption for finding similar short descriptions

A group of people walking up the stairs to get on a plane.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A train engine with many carts riding on a track by the ocean.

A train on the train tracks next to a street.

A black train locomotive pulling cars down a track.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A posed sepia picture from the 1920's of tennis players and spectators.

some tennis players sitting and standing for a pictures

Represent this image caption as a vector to find a similar short description

A group of people posing for a picture, at dinner.


Question: Represent the text to find another text that is a caption of the same image

Question: a dog in a black hat resting on a soft surface

represent the description about an image caption for finding similar short descriptions

A pug dog wearing a pirate's hat sitting on a couch


Question: Represent the text to find another text that is a caption of the same image

Question: Road signs line the street as cars and people stand nearby.

There is a lot if trash that is in the parking lot

Two double decker buses enter the intersection as people wait to board.


Question: Represent the text to find another text that is a caption of the same image.

Question: The fire hydrant is in the grass by the flower garden.

represent this image caption as a vector to find a similar short description

A fire hydrant on someone's lawn in the grass and near rocks.


Question: Represent the text to find another text that is a caption of the same image

Question: A couple of large buses on a street.

represent the text to find another text that is a caption of the same image

To give you a sense - "Cupcakes sit on the table near a wedding cake." should be close to "A green display of green and yellow cupcakes"

Two school buses riding down the street behind other automobiles.

A couple of trucks and a car driving down a highway.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A duck in the middle of still water.

represent this image caption as a vector to find a similar short description

Examples:

"A man that is standing next to a horse." == "a man on with a hat on stands next to a horse"

A larger river surrounded by trees and buildings with one solitary duck swimming.

A bird standing in the middle of the street.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A large bird flying over a lot of cars.

Black and white photo of a bald eagle flying over a parking lot in a city.

A white plane in the sky flying over a body of water.


Question: Represent the text to find another text that is a caption of the same image

Question: A double decker tram carries its passengers through the city.

Represent the description about an image caption for finding similar short descriptions

A double decker commuter train running along the tracks.

A green and purple bus driving through the streets.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A colorful bird sitting on a rock near something he was eating.

A colorful parrot has a blue head and green wings.

A bird perched on brick ledge with a hole in it.


Question: Represent the text to find another text that is a caption of the same image

Question: A street scene with signs and people on bikes.

Represent the text to find another text that is a caption of the same image

A sidewalk with multiple people and a blue and red street sign.

A street with a soda advertisement on a pole in a foreign language.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A neighborhood intersection with a stop sign and direction sign.

A one way and a stop sign on a quiet street corner.

Represent the text to find another text that is a caption of the same image:

A crosswalk with a traffic light sitting next to it.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A giraffe eating on a tree in the sun.

represent the text to find another text that is a caption of the same image! Fewshot example: "A sign showing a picture of a boat that is at the dock" == "A flat looking boat sitting in a harbor."

A giraffe is eating branches off a tree in the middle of the afternoon.

Two zebras standing under a tree in the desert.


Question: represent the description about an image caption for finding similar short descriptions

Question: people exiting a train number "150" in a busy city

A group of people standing by a large train.

a train at a train station near a platform


Question: Represent this image caption as a vector to find a similar short description!

Question: A dog and a group of sheep on a field.

Represent the text to find another text that is a caption of the same image


Question: Represent the text to find another text that is a caption of the same image

Question: AN ALL WHITE BLACK COW STANDING INSIDE OF A GATE

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A CAT STANDING INSIDE OF A LARGE SHOE THAT IS ON THE GROUND


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Question: A train that is on the tracks on a rail.

A BRIDGE OVER A OCEAN WITH A LONG TRUCK DRIVING

Represent the next text
A bus that is on the side of a road.


Question: Represent the text to find another text that is a caption of the same image

Question: A woman standing under a traffic light next to cars.

A city street with cars and traffic lights in a junction

represent the description about an image caption for finding similar short descriptions

A man riding a bike down a street next to a traffic sign.


Question: Represent the text to find another text that is a caption of the same image

Question: A train driving down the tracks in the middle of the day.

A full view of a train traveling on the railroad.

Two cars passing by on the road in the middle of the city.


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Question: A red bus parked in front of a farm house.

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a big red bus is parked out front of a building

A bicycle parked in front of a building next to a street sign.


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Question: A brown and speckled bird on a branch.

Small brown bird sitting on a branch outside.

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A small orange and gray bird in a bird bath.


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Question: Red traffic light on cement post that includes street names and parking rules.

A lamp post with street signs and a traffic signal.

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A one way road sign mounted above a street sign.


Question: represent the text to find another text that is a caption of the same image.

Question: A penguin that is walking by a black rock.

A elephant that is standing on a sidewalk.


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Question: A group of giraffe standing on top of a dirt field.

Represent the text to find another text that is a caption of the same image:

Three giraffe's standing in a dirt grazing area.

A black and white cow standing on top of a dirt road.


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Question: A yellow bike sign is immediately behind a stop sign.

A Stop sign and other street sign on a road

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A blue wheelchair sign is next to a red sign.


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Question: A red bus is coming down the street as the sun goes down.

An old maroon pickup truck is standing in the park in lot as the sun beams down.


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Question: A large tall giraffe and some people outside.

A tall giraffe standing behind a cage next to people.

A herd of animal standing along side of a river.


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Question: A man with two boys riding a small park train on a track.

A man and his children ride a miniature train in front of two older men riding the same train.

A person riding a yellow motorcycle on a track.


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Question: a couple of buildings that have some cars parked by

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A cross street has buildings, cars, and street signs.

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a bunch of buses that are parked in a field


Question: represent the text to find another text that is a caption of the same image

Question: a train on a track near many trees

represent the text to find another text that is a caption of the same image.

A train traveling the tracks under a partly cloudy sky.

a plane flying in the air over some trees


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Question: A man feeling a white seagull over a rocky hillside next to the ocean.

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A blue boat on a sandy beach near a sunset.


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Question: Car on the parkway headed to go under street sign

buses pulled over at a bus stop and a red car going down the street


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Question: View of two adjacent corners with "One Way" signs facing in opposite directions

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A road sign giving directions on a street close to some buildings

A sidewalk and street with several buses parked on the side of the street together.


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Question: A white bird flying over a large body of water.

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A bird flies above the ocean on a sunny day.

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A flock of birds flying over a tree filled forest.


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Question: A large white and black bird standing in some grass.

A tall, black and white bird with a brightly colored beak stands in grass.

A large black and brown dog standing in a kitchen.


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Question: A couple of small birds flying over some trees.

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Hummingbirds flutter around plants against a bright blue sky.

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A couple of boats floating along a river.


Question: Represent the text to find another text that is a caption of the same image:

Question: The water pump has made a circle in the snow.

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A old fire hydrant and ice surrounding it.

The bicycle is near the pen with the horse.


Question: Represent the text to find another text that is a caption of the same image.

Question: Three sheep grazing in a green pasture next to buildings.

represent this image caption as a vector to find a similar short description!

A couple of sheep standing in a grass field.

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Two horses grazing in a grassy field with street in background.


Question: Represent this image caption as a vector to find a similar short description!

Question: a street pole with a posted sign on the front

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A sign on a metal pole indicating a skate route in front of a tree.

A stop sign with another sign under it, positioned on a street, next to a us stop.


Question: Represent the description about an image caption for finding similar short descriptions:

Question: A group of people standing on a street.

Several people are looking at birds in an outdoor market.

A group of children standing on a tennis court.


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Question: An older man passes by as the train pulls into the station

represent this image caption as a vector to find a similar short description.

Examples:

"A train engine makes its way down a track." == "An old fashioned steam engine train pulling away from a train station."

A green and yellow train is on a track in a city.

Represent the text to find another text that is a caption of the same image

A yellow train travels down the track to the next destination.


Question: Represent the text to find another text that is a caption of the same image

Question: A green edge along the water with a flock of bird in the sky.

A bunch of things in the air over some pretty water.

A grassy field with flowers and a single tower in the background.


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Question: Black and white photograph of a woman surrounded by pigeons on a city street

A person standing on a street with many birds.

Black and white photograph of a couple on a park bench


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Question: A sheep standing next to another sheep standing on top of a dry grass field.

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A sheep sits in the bushes and looks at the camera.

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A horse standing on top of a grass covered hillside.


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Question: A large herd of animals on a field.

A group of cattle in the field with grass

represent the description about an image caption for finding similar short descriptions


Question: Represent this image caption as a vector to find a similar short description.

Question: two white faced cows on a hill overlooking the water

A couple of cows standing on a grassy hill.

some grey birds on the beach near some water


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Question: a giraffe is eating out of someones hand

Hand reaching over to feed a hungry giraffe.

Represent the text to find another text that is a caption of the same image:

a couple of zebras that are eating out of a field


Question:
represent the text to find another text that is a caption of the same image

E.g.
"a long cargo train going down a track close to other trains " == "a train yard with tracks and several train cars" != "a red passenger train parked on a track below some lines "

Question: a small bird on the outside of a window sill


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Question: A sign pointing to a three legged mare and big bang pianos.

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three people walking on a side walk under a sign

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An old table by the road that has an arrow pointing to a hole in it that says righteous public republican glory hole.


Question: Represent this image caption as a vector to find a similar short description

Question: a man in make up is outside entertaining people

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A man wearing white paint on his face is a clown.

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a couple of people that is standing next to a guy in bed


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Question: a group of sheep herding in a field beside a hill

a few sheep are walking around a large field

Represent the description about an image caption for finding similar short descriptions

a number of zebras in a field with trees in the background


Question:
represent the text to find another text that is a caption of the same image

For example, 'A young man is resting on a toilet.' should have a representation like 'A man sitting on top of a toilet eating food.' but very far from 'A man is sitting on a green bench.'.

Question: A young boy sitting in a high chair with a piece of cake.

represent the description about an image caption for finding similar short descriptions

For instance, <<A cat sits on its hind legs on a bed.>>  to "A cat is standing on the bed with a stuffed bear. "

A child sitting in a high chair, wearing a birthday hat, with frosting and cake all over their hands and face.

A young child standing in a play pen, being fed a piece of pizza.


Question: Represent the text to find another text that is a caption of the same image

Question: three ducks next to the shore of a pond

Three ducks walking along a dock near the water.

a white dog sitting on the deck of a boat at the harbor


Question: Represent the description about an image caption for finding similar short descriptions

Question: The man is standing on the side of the train.

Represent the text to find another text that is a caption of the same image

A man and woman stand on the side of the road.


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Question: A train car with passengers and bags in it

two luggage bags on a train near a platform

A cart with a load of suitcases pile on it.


Question: Represent this image caption as a vector to find a similar short description!

Question: A laptop computer that is playing a movie.

A laptop computer that is playing a cartoon video.

Represent the text to find another text that is a caption of the same image.

A computer with a program on it and a mouse.


Question: Represent the next text

Question: Two different birds resting on rocks by the sea

Some very pretty birds on the rocks by the water.

Many birds sitting in the grass by some bushes.


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Question: A locomotive train on a set of railroad tracks, with tanker cars attached behind it.

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A train traveling down train tracks next to a forest.

An overview shot of a bridge with a railroad underneath it.


Question: Represent the text to find another text that is a caption of the same image

Question: a stop sign sits in front of a city street

represent the description about an image caption for finding similar short descriptions!

A stop sign at the corner of 60th and Stanford Ave.

a parked motor cycle sits next to a side walk


Question: Represent the text to find another text that is a caption of the same image

Question: Two birds stand in grass next to shallow water.

Birds standing on plants that are submerged partially in water.

Two black bears standing next to each other by a tree.


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Question: Building with the word "YEAH" painted on side and bird flying next to it

Represent the description about an image caption for finding similar short descriptions

a very large building that has a bird flying above

A large clock which states 10:55 attached to side of building.


Question: represent the description about an image caption for finding similar short descriptions

Question: a red sign on a pole by a wall

A person decorated a road sign to make it look like a person is carrying an object.

represent the text to find another text that is a caption of the same image

a sign on a wooden post and a car in the street


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Question: A man riding a bike past a tall white building.

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A bus driving past a tall white clock tower.


Question: Represent this image caption as a vector to find a similar short description:

Question: a street pole with signs pointing in different directions

a bunch of buildings with some signs on them


Question: represent the text to find another text that is a caption of the same image

Question: The bird is sitting on the branch of the tree

represent this image caption as a vector to find a similar short description
For example, A man and women on tennis outfits posing for a picture. should be similar to Two people in vintage tennis uniforms and old rackets.

a small yellow bird is perched on a stump

Represent the description about an image caption for finding similar short descriptions


Question: Represent the text to find another text that is a caption of the same image

Question: A smiling man holding water with some pretty birds on him.

a close up of a person with birds on his arm

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A bird flying through the air next to lots of green trees.


Question: Represent this image caption as a vector to find a similar short description

Question: A side mirror of a vehicle showing a street sign.

A side mirror on a bike shows the reflection of a street sign and trees.

represent the description about an image caption for finding similar short descriptions


Question: Represent this image caption as a vector to find a similar short description

Question: A herd of seat otters standing on top of a pile of rocks.

Rocky beach of birds with bird flying over head

Represent the description about an image caption for finding similar short descriptions!

A couple of bears sitting on top of a field of grass.


Question: Represent this image caption as a vector to find a similar short description

Question: A school bus on a road next to some grass.

School bus on roadway in urban city area.

Represent the text to find another text that is a caption of the same image.

A motorcycle parked on a road near some water.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A multi story building on the streets edge.

a large business sign attached to a building

represent the description about an image caption for finding similar short descriptions
The provided query could be "a black and white photo of a train on a track" and the positive "A train traveling down tracks next to a loading platform."


Question: Represent the text to find another text that is a caption of the same image

Question: A picture of a man standing in front of a parked train at a station.

Passenger train stopped at a long platform in an outdoor station.

A man sitting on top of a chair in front of a parked car.


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Question: A train traveling down tracks as the sun sets.

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A train on the tracks running through a city

Represent the description about an image caption for finding similar short descriptions.

A red motorcycle parked on a sidewalk as the sun sets.


Question: Represent this image caption as a vector to find a similar short description

Question: a huge sea bird standing on the beach

a close up of a bird on the beach near the water


Question: Represent the text to find another text that is a caption of the same image

Question: Two girls are tearing up lettuce in front of a giraffe that is in a pen.

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a giraffe in its pen and two people are feeding it

The boy is standing next to the giraffe, who is eating out of the boys hand.


Question: Represent the text to find another text that is a caption of the same image

Question: Children's toys are positioned around an alarm clock in random positions.

Represent the text to find another text that is a caption of the same image:

A television is on in a room containing materials sorted into organized cases.


Question: Represent the text to find another text that is a caption of the same image.

Question: a street that has been flooded with water

represent this image caption as a vector to find a similar short description.

E.g. A girl looks at the camera from behind the head of a cat. == A woman peaking from behind a tabby cat.

Water floods an area with trees and street signs.

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a building with a lot of street lights around it


Question: Represent the description about an image caption for finding similar short descriptions.

Question: Train moving along track on raised bridge over river

The trains are travelling on the bridge over the water

represent the text to find another text that is a caption of the same image

A train engine with multiple cars on a railroad tracks in open country.


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Question: A road sign that says Echo Park with a home in the background.

represent the text to find another text that is a caption of the same image

a recreation park information road sign in black and white

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A sign for a trailer court with trees in the background.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Giraffes eating from a group of people's hands.

Represent the description about an image caption for finding similar short descriptions

two giraffes at a zoo with one sticking its tongue out at a woman

A giraffe standing in tall grass near a tree.


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Question: a red black and white sign and some grass

Represent the text to find another text that is a caption of the same image

Traffic warning sign on display in small grassy strip next to roadway.

a blue red gray and white bus some people and trees


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Question: a couple of street signs on a green pole

A street sign showing Wallace St. at an intersection.


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Question: A humming bird gets pollen from a group of flowers.

A bird sitting on top of a piece of wood next to flowers and a body of water.

A group of bees eating at an apple still on the tree.


Question: Represent the text to find another text that is a caption of the same image.

Question: A small bird on a mesh net outside.

Bird hanging upside down on netting looking around


Question: Represent the text to find another text that is a caption of the same image

Question: A street sign foregrounds a gray, cloud-filled sky.

Represent the natural language
a couple of signs on a street pole

Represent the text to find another text that is a caption of the same image

A large clock tower is against a blue sky.


Question: Represent the text to find another text that is a caption of the same image

Question: A very nice looking train on the tracks.

a red and blue train is coming down the tracks

A large red double deck bus on the road.


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Question: A train or locomotive travelling down the railroad tracks

a large train traveling down a train track

Represent this image caption as a vector to find a similar short description.

A propeller train traveling down an airport covered in snow.


Question: Represent the text to find another text that is a caption of the same image

Question: Two birds with colorful beaks floating in a body of water.

Some very cute looking birds floating in water.

represent the text to find another text that is a caption of the same image
For example, 'Person laying on an outdoor bench with the dog overlooking the mountain. ' should be close to 'a man that is sitting on a park bench'

A cow with horns and a man swims in a body of water.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a close up of two street signs on top of a stop sign

A red stop sign sitting in a pile of snow next to a building

Represent the text to find another text that is a caption of the same image:

a close up of a motorcycle parked near a building


Question: represent the description about an image caption for finding similar short descriptions

Question: a sign and a flag on a pole outside

Represent this image caption as a vector to find a similar short description

a black and white sign a street some cars and trees


Question:
represent this image caption as a vector to find a similar short description.

E.g.
'A store with items on display in it's front windows.' == 'A window display on the front of a building.' != 'A room filled with furniture and paintings on the wall.'

Question: A blue bus driving down a street under a pedestrian bridge.

Represent the text to find another text that is a caption of the same image.

Two buses traveling on the same street near a building.

Represent the description about an image caption for finding similar short descriptions

A white truck driving down a street past a stop sign.


Question: Represent this image caption as a vector to find a similar short description.

Question: A control panel with lots of different switches on it.

a large console with buttons and gauges on it

represent this image caption as a vector to find a similar short description!

A computer mouse pad with an alarm clock on top of it.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A big rusty pole with some assorted signs on it.

A sideway view of street signs on a pole

The back of a sign that has some stickers on it.


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Question: A sharply dress man points towards the camera

Represent the text to find another text that is a caption of the same image.

A boy in a suit in tie stands in front of signs


Question: represent the description about an image caption for finding similar short descriptions

Question: a wood sign in front of a bunch of animals

Sheep walk beside a fence and direction sign.

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Question: Represent this image caption as a vector to find a similar short description

Question: A very big cute bird perched by a plant.

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Represent the text to find another text that is a caption of the same image!

A white bird sitting on a rail near a wall.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a couple of street signs on a pole outside

Represent the text to find another text that is a caption of the same image

A street sign that reads Ronald Reagan Allee.

a couple of buses parked behind the other in the street outside some buildings


Question:
represent the text to find another text that is a caption of the same image

For instance you may be given 'An old picture of people boarding a train.' and it should match with 'there are many people with luggage outside of the bus' but not with 'A group of people loading onto a double decker bus.'.

Question: A street sign at an intersection with traffic and street signs.

A person riding a bicycle down a residential street.

A white truck driving by a street sign with an arrow on it.


Question: Represent the text to find another text that is a caption of the same image

Question: sheep grazing in the ground by the river.

A herd of sheep standing on top of a lush green field.

represent this image caption as a vector to find a similar short description
The provided query could be "many people flying kites in front of the White House in Washington, DC." and the positive "A large group of people flying kites in front of the capitol building."

cows walking in the middle of the street.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a silver train a bridge and some buildings

Represent the description about an image caption for finding similar short descriptions!

represent the description about an image caption for finding similar short descriptions

a white truck some grass a building and trees


Question: Represent the description about an image caption for finding similar short descriptions

Question: A red and blue fire hydrant in front of a wood fence.

Represent the description about an image caption for finding similar short descriptions

A blue and red fire hydrant sitting next to a fence.

Represent the text to find another text that is a caption of the same image

A wooden bench sitting in front of a green fence.


Question: represent the description about an image caption for finding similar short descriptions

Question: A big and very pretty owl perched on a branch.

an owl on a branch near leaves behind a fence

A gold and white cat is sitting on a chair.


Question: The man is seeing items at the corner of the street.

A person sitting next to a  basket with three human heads on sticks sticking out of it.

A man and a woman talking to each other in front of food.


Question: Represent this image caption as a vector to find a similar short description

Question: A herd of sheep sits in a field of green grass.

Herd of sheep with blue marks on side laying down on grass except one

A cow and calf stand together in a field.


Question: Represent the text to find another text that is a caption of the same image

Question: A small bird perched on top of a wooden branch.

a bird that is sitting on a branch outside

Represent the description about an image caption for finding similar short descriptions


Question: Represent the description about an image caption for finding similar short descriptions

Question: Large group of birds in flight and on ground large open area.

Represent the text to find another text that is a caption of the same image.

A bunch of birds that are flying, and sitting in the grass.

Three white she eps in grassy area with fence in background.


Question: represent the next text

Question: Apartment block buildings along Karl Marx Allee in Berlin

Represent this image caption as a vector to find a similar short description:

Traffic signs alert travelers to what street they are on

represent the text to find another text that is a caption of the same image

Apartment building near a street intersection at sunset.


Question: Represent this image caption as a vector to find a similar short description

Question: a woman standing with some parrots in her hand

A woman stands with three birds sitting on her arm.

a woman sitting in a seat with a cat in her lap


Question: Represent the text to find another text that is a caption of the same image

Question: Two double decker buses at the curb at a bus stop.

a double decker bus parked by a bus stop next to some buildings

Large red bus sitting at a bus top in a city.


Question: Represent the text to find another text that is a caption of the same image

Question: A couple of small birds sitting on top of a wooden table.

Represent this image caption as a vector to find a similar short description.

Two birds are perched on top of restaurant tables.

A blue and gray bird perched on top of a tree.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A couple of birds pecking at a peace of bread.

Represent this image caption as a vector to find a similar short description

Two birds on the ground in front of an old building eating bread.

Two cats watching a bird pick up a piece of paper.


Question: Represent the text to find another text that is a caption of the same image

Question: a train that is parked in a train station

Represent the text to find another text that is a caption of the same image

a train on a track near a platform with people near by

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Question: Represent this image caption as a vector to find a similar short description

Question: A song bird sits on a broken branch.

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A tiny baby bird sits on the branch of a tree.

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Question: Represent this image caption as a vector to find a similar short description

Question: Long strip of signs for businesses with people walking on street

Pedestrians on crowded city street with many advertising signs.

An area with a crowd of people and snow patches on the ground.


Question: a black and yellow train some people and a hill

Represent the description about an image caption for finding similar short descriptions:

A crowd of people standing on loading platform between two trains.

a red and white train some tracks and a station


Question: Represent the description about an image caption for finding similar short descriptions

Question: a yellow and black back end of a truck and a sign

Some vehicle car beds are sitting in front of a large window indoors.

represent this image caption as a vector to find a similar short description


Question: Represent this image caption as a vector to find a similar short description

Question: A fire hydrant and another strange, mysterious strange statue

A slow sign cabled to a yellow fire hydrant.

a street light sits next to a big building


Question: Represent the description about an image caption for finding similar short descriptions

Question: three chickens some water a fence and trees

Two roosters and a chicken walk through a field.

Represent the text to find another text that is a caption of the same image

a girl a white bear a camera a tea pot and a cup


Question: Represent the text to find another text that is a caption of the same image

Question: There are two little ducks walking along the grass.

Two ducklings moving together next to tall grass.

There is a chicken walking along a railroad track.


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Question: A blue train traveling down tracks next to a building.

Represent this image caption as a vector to find a similar short description:

The sky blue train in pulling up to a platform.

An orange truck driving down a street next to buildings.


Question: Represent the description about an image caption for finding similar short descriptions.

Question: A car that is underneath a blue sign.

two cars going down the street and bicycles on the sidewalk

Represent this image caption as a vector to find a similar short description.

A car that is from a passenger train on the tracks.


Question: Represent the text to find another text that is a caption of the same image:

Question: A white and purple bus parked in a parking lot.

The large tour bus is parked near other cars.

Represent the description about an image caption for finding similar short descriptions

A red motorcycle parked in a parking lot.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a stork is standing out on a wooden stump

Bird standing on post at dock by a house

represent the description about an image caption for finding similar short descriptions.

a couple of birds stand on top of a cement ball


Question: Represent this image caption as a vector to find a similar short description

Question: Some people walking up a hill by the side of a road.

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A group of people who are walking with umbrellas.

A couple of goats standing on the side of a road.


Question: Represent this image caption as a vector to find a similar short description

Question: A cat sitting on the floor looking at itself in a mirror.

A cat that is laying down in front of a mirror.

A dog laying on a rug and looking out of a door.


Question:
represent the description about an image caption for finding similar short descriptions!

E.g.
'An assortment of bathroom items women use on a bed. ' == 'Toothpaste, toothbrush, makeup, scissors, and hair products on a bedspread.' != 'A bathroom with a toilet, toilet paper and picture decorations on the wall. '

Question: An empty road that has a stop sign and trees to the side of it.

represent this image caption as a vector to find a similar short description

A city street that has buildings on both sides of a street sign post.


Question:
represent the description about an image caption for finding similar short descriptions
Fewshots:
'a man in a gray suit and a brown tie' == 'A man in a suit waits in a room with a tv.' != 'a young man in a white shirt and green tie'

Question: two giraffes are eating some green leaves off a tree

Represent the description about an image caption for finding similar short descriptions

two giraffes standing next to each other and a long woo pole with green leafy plants attached to it

two zebras are grazing together in the open field


Question: Represent this image caption as a vector to find a similar short description

Question: A toy train that is on a desk.

A small model bus sitting under a TV monitor.

Represent this image caption as a vector to find a similar short description

A large train with several carts on a train track.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Ducks in a pen with hay under their feet.

Represent this image caption as a vector to find a similar short description.

represent the text to find another text that is a caption of the same image

Horses standing in a field full of smoke.


Question: Represent the text to find another text that is a caption of the same image

Question: There is a very big pool outside of the buildings.

large Olympic swimming pool with a diving board

Represent the text to find another text that is a caption of the same image

There is a clock tower next to the road.


Question: Represent the text to find another text that is a caption of the same image

Question: A black and white photo of an old fashioned train.

The train has stopped on the railroad tracks.

A black and white picture of a black and white street sign.


Question: Represent the text to find another text that is a caption of the same image

Question: A red, white and blue train parks near a boarding platform.

a red and white train in a large station

A colorful bus sits parked next to a bench.


Question: Represent the text to find another text that is a caption of the same image

Question: A seagull sitting on a sailboat in a marina in the sun

A bird standing on the front end of a boat.

A bunch of boats docked in the water on a cloudy day


Question: Represent this image caption as a vector to find a similar short description

Question: There are three giraffes walking in a row.

A zoo enclosure with three giraffes walking single file toward something.

Represent the description about an image caption for finding similar short descriptions

The two elephants are walking together in the field.


Question: Represent the text to find another text that is a caption of the same image.

Question: A train is exiting a tunnel that goes underneath a town

Represent the text to find another text that is a caption of the same image.

A train traveling towards a tunnel under a bridge.

A train is coming down a track near a grassy hill.


Question: represent this image caption as a vector to find a similar short description

Question: Four adult giraffe are standing outside of a doorway.

Four giraffes are standing by a building door.

Represent the text to find another text that is a caption of the same image.

Two zebras stand next to each other in a park.


Question: Represent the text to find another text that is a caption of the same image

Question: A bunch of signs that are near a building.

Represent this image caption as a vector to find a similar short description!

three pictures of some different looking street signs

represent this image caption as a vector to find a similar short description

Fewshot example: "A calico cat is curled in a sink." == "A cute little cat laying inside a sink."

Two signs that are on top of a stop sign.


Question:
represent this text
E.g. A boat sails across the water in an area with many trees and mountains.  == a fishing boat full of fisher men out on the water != People walk along a path or over a bridge near a river, palm trees, and building.

Question: some chickens standing around in part of a barn


Question: Represent the text to find another text that is a caption of the same image

Question: Several people gathered near a train and the tracks on the ground and on the train.

Represent the description about an image caption for finding similar short descriptions!

The train is driving through the tracks of a small village

Several people walking on the sidewalk next to grass.


Question: represent the text to find another text that is a caption of the same image

Question: A train cart is parked at a station.

represent this image caption as a vector to find a similar short description

Example:
Provided: "The girl is is getting her picture taken with giraffes in the background." Match: "Little girl leaning on the gate with giraffes on the other side"

A train's freight car stationed on the tracks.


Question: Represent the text to find another text that is a caption of the same image

Question: a couple of tall red buses are next to each other

represent the description about an image caption for finding similar short descriptions

Two double-decker buses at corner of cobblestone street.

represent this image caption as a vector to find a similar short description

a couple of motorcycles sitting next to a train track


Question: Represent this image caption as a vector to find a similar short description

Question: A blue and white one way sign under a street sign.

These are two street signs on a city street.

Represent this image caption as a vector to find a similar short description

A red and white no parking sign under a tree.


Question: Represent the text to find another text that is a caption of the same image

Question: A stop sign on right side of brick street with a person crossing it.

Represent the description about an image caption for finding similar short descriptions

There is a person walking across the street.

Represent the text to find another text that is a caption of the same image

A green street sign sitting above a one way sign.


Question: Represent the description about an image caption for finding similar short descriptions!

Question: a man is sitting near a red sign by a street

Represent this image caption as a vector to find a similar short description

A man sitting on a curb next to a  red sign.

represent the input

Given A black, white and brown dog biting a frisbee , a positive would be A dog that is standing up with a frisbee.

a couple people stand outside on the road near a streetsign


Question: Represent this image caption as a vector to find a similar short description

Question: The stop sign is at the end of the street.

"No stopping" sign on a telephone pole in a residential neighborhood.

The fire hydrant is on the side of the road.


Question: We are looking at a crowded city street.

represent the text to find another text that is a caption of the same image

We are looking at a wide angle view of a living room.


Question: Represent the text to find another text that is a caption of the same image

Question: A father and his children standing next to a lush green field.

A man and three children standing at a fence watching animals.

Represent the description about an image caption for finding similar short descriptions

A man and his dog standing on the grass next to a river.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A street light with two signs hanging off of it's sides.

Two street signs are on a pole in another country.

A yellow fire hydrant with chains hanging from it's sides.


Question: A large rusted boat with a large spindle on it.

Pelicans and seagulls perch on a weathered boat

A white boat with a large black dog riding on front.


Question: Represent the text to find another text that is a caption of the same image

Question: The small bird is perched upon a branch.

represent this image caption as a vector to find a similar short description

A small green perched on top of a tree branch.


Question: Represent the text to find another text that is a caption of the same image

Question: some people are swimming in a large pool

People floating on their backs in the swimming pool.

there is a large brown dog swimming in the water


Question: Represent this image caption as a vector to find a similar short description

Question: A red and yellow bus sitting below very tall buildings.

a red bus with yellow wheels parked on the street

represent the description about an image caption for finding similar short descriptions

A black and yellow train passing through rows of trees.


Question:
represent the text to find another text that is a caption of the same image.

E.g. given 'A man catching a baseball next to a man running to the bag.' it should be close to 'A baseball player catches a ball, while another runs to the base.' but not to 'A woman swinging a baseball bat at a baseball while standing in front of a man.'.

Question: Dog at beach looking out over water at waterfowl.

Represent this image caption as a vector to find a similar short description.

Surfer with sail near jetty enjoying time on water.


Question: Represent the description about an image caption for finding similar short descriptions:

Question: a couple of people are riding on the back of a scooter

Two people on a moped riding down a street, past a bus.

a couple of men in suits ride on a train car


Question: Represent the description about an image caption for finding similar short descriptions

Question: White bird flying above a lake with another bird in the lake.

Represent the text to find another text that is a caption of the same image

A large bird takes flight over a body of water

Bird sitting on a rock and another bird in the background.


Question: represent the description about an image caption for finding similar short descriptions

Question: Two giraffes lingering among the grass in their zoo enclosure

The giraffes are walking around in the fenced area together

Represent the text to find another text that is a caption of the same image

Zebras eating from the ground in their zoo enclosure


Question: Represent this image caption as a vector to find a similar short description

Question: a monk sitting on a bus and looking out the window

A man sitting in front of a window with an umbrella.

a boy is sitting down and looking at a phone


Question: Represent the description about an image caption for finding similar short descriptions

Question: A road sign posted on the side of a building.

Represent the description about an image caption for finding similar short descriptions

Represent this image caption as a vector to find a similar short description


Question: A passenger train passes the docks while large ships are loading cargo

A passenger train is passing a cargo ship.

A yellow bus boat travels through the water, with boats nearby


Question: Represent the text to find another text that is a caption of the same image

Question: A person standing by a large long train.

Represent this image caption as a vector to find a similar short description

A person walking by looks at a trolley with graffiti on it.

A person standing by a fence with a horse.


Question: Represent this image caption as a vector to find a similar short description

Question: A train station with a high speed train on the tracks.

A train with a missing front end is stopped at a train station.

A train driving on a bridge over several trees.


Question: Represent the description about an image caption for finding similar short descriptions

Question: An old road sign shows the way to several towns.

The old sign with chipped paint has three street names on it.

Two signs indicate the corner of two streets


Question: Represent this image caption as a vector to find a similar short description

Question: an adult, dog, and child walking on a beach during a sunset

The people are walking their dog on the beach before the sun goes down

Represent the description about an image caption for finding similar short descriptions:

three pedestrians walking on a sidewalk during winter


Question: Represent this image caption as a vector to find a similar short description

Question: a large green bus is coming down the street

A double decker bus driving past a tall building.

a small white truck is driving down the street


Question: Represent the text to find another text that is a caption of the same image

Question: There is graffiti portraying clothes hanging on a line.

represent the text to find another text that is a caption of the same image

A street sign on a brick wall with graffiti on it and trash near it.

Represent the description about an image caption for finding similar short descriptions

A street sign has some skulls and a bat engraving on the back of them.


Question: Represent the text to find another text that is a caption of the same image:

Question: The figurine is of a man dressed in a suit and tie.

A tiny model of a business man backed by metal typewriter keys

A woman dressed in black and white and holding a parasol stands above a man in an orange worker's uniform.


Question: Represent this image caption as a vector to find a similar short description

Question: There is a woman sitting in a boat drinking something.

a woman is wearing a yellow hat and drinking

There is a man holding a wine glass in his hand.


Question: Represent the description about an image caption for finding similar short descriptions!

Question: Two giraffes  in a grass and dirt enclosure.

represent the text to find another text that is a caption of the same image!

Close up of two giraffes' heads in a stylized enclosure.

Four zebras grazing in an outdoor zoo enclosure.


Question: Represent the text to find another text that is a caption of the same image.

Question: An elephant is painting a picture with a person behind it

Represent the description about an image caption for finding similar short descriptions:

an elephant is painting a picture with his trunk

there is a woman that is sitting on a chair using a phone


Question: Represent the text to find another text that is a caption of the same image

Question: a red sign leading to a long city street

Represent the text to find another text that is a caption of the same image

A red and white traffic sign sitting on the side of a road.

a lonely street with no vehicles a sign for directions


Question: Represent the description about an image caption for finding similar short descriptions!

Question: A couple of signs on a pole on the street.

The green street sign is marking Pennsylvania Ave


Question: The signs say the names of the roads

Represent the description about an image caption for finding similar short descriptions

Street intersection with familiar street names in urban area.

Foreign sign on fence that indicates the name of a certain sector.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A dog chases after some goats while a  man watches.

represent the description about an image caption for finding similar short descriptions
Examples:

"Professional baseball batter, catcher and umpire as batter takes a swing." == "the batter just hit the ball now lets run"

A man on a motorcycle while a woman watches.


Question: Represent this image caption as a vector to find a similar short description

Question: A view of a river near a bridge carrying a train.

The train is going over the bridge by the water.

Represent this image caption as a vector to find a similar short description!

A bus driving on the road near a building.


Question: The birds are flying low over the water.

Represent this image caption as a vector to find a similar short description

The birds are flying in a line over the water.

represent this image caption as a vector to find a similar short description

The kite is flying high over the green landscape.


Question: Represent the description about an image caption for finding similar short descriptions

Question: The little boy is sitting down all alone

The little boy is laying down on the bedroom floor.


Question: Represent the description about an image caption for finding similar short descriptions.

Question: We are looking at the front of a train.

represent the text to find another text that is a caption of the same image

a old blue train that is going down a track

A close up of the front of a school bus.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A woman standing next to a horse with a girl sitting on it.

The girl is riding on a baby horse or a pony.

A woman standing next to a man while holding flowers.


Question: Represent the text to find another text that is a caption of the same image

Question: Black and white photograph of a sign on a city street

A black and white photo of two men near a car


Question: represent this image caption as a vector to find a similar short description

Question: A displeased cat wearing a tiny bed for a hat

A cat wearing a colorful hat over it's head.

Represent the text to find another text that is a caption of the same image

A cat sitting on a couch wearing a santa hat.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A man's and cat's reflection can be seen in a tv.

Represent the text to find another text that is a caption of the same image.

A small black television on a desk in a room.

Represent the description about an image caption for finding similar short descriptions

A boy and a girl looking at their reflections in a bathroom mirror.


Question: Represent this image caption as a vector to find a similar short description

Question: A bird standing on seaweed in a wetland

Represent text!
A bird that is standing by some water.

Represent this image caption as a vector to find a similar short description

Several cormorants sitting together on a rock in a muddy body of water.


Question: Represent the text to find another text that is a caption of the same image.

Question: A man riding on a bicycle with a basket on it.

A man riding a bike down a street next to a woman.

A man riding on a motorcycle with a person on back.


Question: represent the text to find another text that is a caption of the same image

Question: The ram with large horns stands near a goat.

Represent the text to find another text that is a caption of the same image

a couple of goats are standing by the rocks

A small elephant standing up against a stone wall.


Question: represent the description about an image caption for finding similar short descriptions

Question: The train engine is going down the tracks.

represent this image caption as a vector to find a similar short description

A train driving down the tracks near several trees.

A blue and gold train is going by the water.


Question: Represent the text to find another text that is a caption of the same image!

Question: There is a boat next to the boat with the boy.

Represent the text to find another text that is a caption of the same image!

Bird stands in the water next to kid sitting in the boat

represent the description about an image caption for finding similar short descriptions

The motorcycle is sitting beside of the people.


Question: Represent the text to find another text that is a caption of the same image

Question: Trains lined up in a rail yard in numbered slots

A row of parked trains sitting on top of train tracks.

A train parked at a railway station with red chairs nearby


Question: Represent the description about an image caption for finding similar short descriptions

Question: a group of signs on a street post off a building

The sign says the street names on it for the drivers

a round red sign on the other side of a stop sign


Question: Represent this image caption as a vector to find a similar short description

Question: A group of giraffe standing in a field on top of grass.

Represent the description about an image caption for finding similar short descriptions

Two giraffe are poking their heads underneath another giraffe's body.

represent the text to find another text that is a caption of the same image

A group of elephants walking in a dry plain with deer in front of them.


Question: represent this image caption as a vector to find a similar short description.

Question: A white bus driving down a street past tall buildings.

The tour bus is painted with blue and green designs.

A woman riding a bike down a street between very tall buildings.


Question: Represent this image caption as a vector to find a similar short description

Question: The birds are perched on the branches of the tree

Several birds sitting in a tree under a blue sky.

A fat black bird sits in the shade on the ground


Question: Represent the description about an image caption for finding similar short descriptions

Question: A cake made in the theme of Angry Birds is displayed.

Represent the description about an image caption for finding similar short descriptions!

A birthday cake elaborately decorated with angry birds.

Represent the text to find another text that is a caption of the same image

Fruit in the shape of a flower is on the plate.


Question: Represent the text to find another text that is a caption of the same image

Question: The man and woman are riding on the motorcycle.

Represent this image caption as a vector to find a similar short description

A woman riding on the back of a motorcycle being driven by a man.

represent this image caption as a vector to find a similar short description.

The woman is riding a horse on the beach.


Question:
represent the description about an image caption for finding similar short descriptions

E.g. 'a group of people pose for a picture inside a restaurant.' == 'A crowd of attractive young people posing together for a photograph.' != 'A man is posing for a picture in front of a bush.'

Question: The woman is hanging from the traffic light.

A person hanging upside down from a traffic light.

The man is holding the motorcycle up on the grass.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Sheep are being herded from behind a gate.

Several sheep make their way down a rural street.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a big blue bus parked next to a building

A new, blue double decker bus parked at a bus stop

Represent this image caption as a vector to find a similar short description.

a big red train that is parked next to a train station


Question: Represent this image caption as a vector to find a similar short description:

Question: A street where many street signs are on the side of the road.

Represent the text to find another text that is a caption of the same image

Pedestrian street sign with Apple label logo on building

Represent this image caption as a vector to find a similar short description

A couple of street signs that are sitting on a metal pole.


Question: Represent the description about an image caption for finding similar short descriptions.

Question: Birds standing on the edge of a body of water.

This is picture of birds standing on a beach.

represent the description about an image caption for finding similar short descriptions

Two birds sitting on top of a pile of sand on a beach.


Question: Represent this image caption as a vector to find a similar short description:

Question: A bird flying over a beach covered in waves.

Represent the description about an image caption for finding similar short descriptions:

A flock of birds flying over a tree filled forest.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a green street sign surrounded by some trees

an empty street with some signs and lights


Question: Represent this image caption as a vector to find a similar short description

Question: A train makes its way down a track surrounded by snow.

A train that is on its rails in the snow.

A small boat drives on a lake surrounded by trees.


Question: Represent this image caption as a vector to find a similar short description

Question: A bird is flying near the water on a beach.

represent the description about an image caption for finding similar short descriptions. Examples:

"A salad on a plate sits on a table. " == "A plate full of spinach salad with dressing"

A bird that is flying in the air over sand.

A boat is sailing on water in front of a city.


Question: Group of grey and white birds looking out over ledge.

Represent the description about an image caption for finding similar short descriptions

some white birds are standing by the water

A group of four black ducks sitting on the rocks.


Question: Represent this:

Question: A bird is perched in a tree next to a half eaten apple.

represent the text to find another text that is a caption of the same image

Represent the text to find another text that is a caption of the same image

A small bird on top of a large rock next to a body of water.


Question: Represent this image caption as a vector to find a similar short description!

Question: A man is wearing a hat, vest, and tie.

Represent this image caption as a vector to find a similar short description.

A black and white picture of a man with a derby hat.

The man is wearing glasses and standing tall.


Question: Represent the text to find another text that is a caption of the same image

Question: a couple of trains that are on some train tracks

represent the text to find another text that is a caption of the same image

------

For example, 'a black and white artist with animals walking near a mountain' should be close to 'some mountain goats on the dark side of a mountain'

A train platform and yard  with railroad tracks and a train entering the area.

a bunch of buses that are going down a road


Question: A city street next to a large parking lot

A bus parks along the curb on an empty street.

A yellow and red bus parked in a parking lot next to a forest.


Question: Represent this image caption as a vector to find a similar short description.

Question: A sheep standing next to a baby sheep laying down next to hay.

a mamma sheep and her baby laying in some straw

represent the text to find another text that is a caption of the same image

A brown and white cow laying down next to water.