task_categories:text-classification region:us
---
task_categories:
- text-classification
---

---
tags:
- gpt-4
- janet
---

# Description
10k user questions for a single class classification task.

All questions are related to a hypothetical game in whichn the user is a sniper 
and has to answer questions from a commander. The questions in the dataset
are the ones that the user is expected to answer.

# Schema

```
{
  "question": Ds.Value("string"),
  "topic": Ds.ClassLabel(names=[
      "about_to_shoot",
      "ballistics",
      "civilians",
      "countersniping",
      "dark_hair",
      "description_age",
      "description_body",
      "description_crime",
      "description_face",
      "description_height",
      "description_no_hair",
      "description_pose",
      "description_race",
      "description_request",
      "description_request_armed",
      "description_request_behavior",
      "description_request_clothing",
      "description_request_companions",
      "description_request_location",
      "description_request_tattoo",
      "description_request_transport",
      "description_right_handed",
      "description_sex",
      "description_skin_color",
      "description_weight",
      "easter_egg_go_on_date",
      "extraction",
      "goodbye",
      "hello",
      "how_are_you",
      "light_hair",
      "permission_to_fire",
      "request_change_location",
      "returning_to_base",
      "say_that_again",
      "searching",
      "secondary_targets",
      "target_down",
      "target_down_negative",
      "target_identified",
      "target_identified_maybe",
      "target_identified_negative",
      "target_name",
      "thanks",
      "thanks_and_goodbye",
      "time_constraint",
      "wearing_eyewear",
      "wearing_eyewear_negative",
      "what_to_do",
  ],),
}
```

# Citation

```
@misc{JanetTextClassification10k,
  title = {JanetTextClassification10k: A Dataset of user questions for a single class classification task.},
  author = {Kieran Donaldson and Piotr Trochim},
  year = {2023},
  publisher = {HuggingFace},
  journal = {HuggingFace repository},
  howpublished = {\\url{https://huggingface.co/datasets/IconicAI/janet-textclassification-10k}},
}
```