feat: add TurBLiMP evaluations

results-dbmdz-bert-base-turkish-128k-cased.jsonl

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+{"file_name": "data/base/augmented_anaphor_agreement.csv", "mean_difference": 12.26371891593933, "accuracy": 97.3, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-cased"}
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+{"file_name": "data/base/augmented_argument_structure_transitive.csv", "mean_difference": 12.65900497341156, "accuracy": 99.8, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-cased"}
+{"file_name": "data/base/augmented_binding.csv", "mean_difference": 11.634576232910156, "accuracy": 97.7, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-cased"}
+{"file_name": "data/base/augmented_determiners.csv", "mean_difference": 6.66874089050293, "accuracy": 99.0, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-cased"}
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+{"file_name": "data/base/augmented_nominalization.csv", "mean_difference": 10.4164899892807, "accuracy": 98.9, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-cased"}
+{"file_name": "data/base/augmented_npi_licensing.csv", "mean_difference": 11.057551954269409, "accuracy": 97.2, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-cased"}
+{"file_name": "data/base/augmented_passives.csv", "mean_difference": 5.275554106712342, "accuracy": 84.39999999999999, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-cased"}
+{"file_name": "data/base/augmented_quantifiers.csv", "mean_difference": 13.5384800157547, "accuracy": 98.0, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-cased"}
+{"file_name": "data/base/augmented_relative_clauses.csv", "mean_difference": 14.014334547042846, "accuracy": 97.0, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-cased"}
+{"file_name": "data/base/augmented_scrambling.csv", "mean_difference": 21.033686277389528, "accuracy": 99.6, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-cased"}
+{"file_name": "data/base/augmented_subject_verb_agreement.csv", "mean_difference": 13.63503078842163, "accuracy": 99.1, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-cased"}
+{"file_name": "data/base/augmented_suspended_affixation.csv", "mean_difference": 22.485568151950837, "accuracy": 100.0, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-cased"}

results-dbmdz-bert-base-turkish-128k-uncased.jsonl

@@ -0,0 +1,16 @@
+{"file_name": "data/base/augmented_anaphor_agreement.csv", "mean_difference": 11.675439192771911, "accuracy": 97.7, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_argument_structure_ditransitive.csv", "mean_difference": 14.143673966407777, "accuracy": 96.1, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_argument_structure_transitive.csv", "mean_difference": 12.904011151313782, "accuracy": 99.1, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_binding.csv", "mean_difference": 12.784203224182129, "accuracy": 99.0, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_determiners.csv", "mean_difference": 7.591576636314392, "accuracy": 99.3, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_ellipsis.csv", "mean_difference": 11.30601208305359, "accuracy": 87.5, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_irregular_forms.csv", "mean_difference": 9.455606824874877, "accuracy": 99.6, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
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+{"file_name": "data/base/augmented_nominalization.csv", "mean_difference": 9.842130885601044, "accuracy": 97.39999999999999, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_npi_licensing.csv", "mean_difference": 9.54205815601349, "accuracy": 95.0, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_passives.csv", "mean_difference": 5.202877856254577, "accuracy": 81.3, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_quantifiers.csv", "mean_difference": 13.8296568775177, "accuracy": 98.4, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_relative_clauses.csv", "mean_difference": 14.279878305435181, "accuracy": 98.5, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_scrambling.csv", "mean_difference": 22.592113137245178, "accuracy": 100.0, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_subject_verb_agreement.csv", "mean_difference": 13.545563860416411, "accuracy": 98.8, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}
+{"file_name": "data/base/augmented_suspended_affixation.csv", "mean_difference": 21.828987497806548, "accuracy": 100.0, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-128k-uncased"}

results-dbmdz-bert-base-turkish-cased.jsonl

@@ -0,0 +1,16 @@
+{"file_name": "data/base/augmented_anaphor_agreement.csv", "mean_difference": 10.505229321479797, "accuracy": 96.7, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
+{"file_name": "data/base/augmented_argument_structure_ditransitive.csv", "mean_difference": 13.687256162643433, "accuracy": 99.8, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
+{"file_name": "data/base/augmented_argument_structure_transitive.csv", "mean_difference": 11.97760148525238, "accuracy": 99.7, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
+{"file_name": "data/base/augmented_binding.csv", "mean_difference": 12.071303340911864, "accuracy": 99.9, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
+{"file_name": "data/base/augmented_determiners.csv", "mean_difference": 7.194328371047973, "accuracy": 99.9, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
+{"file_name": "data/base/augmented_ellipsis.csv", "mean_difference": 10.002931734085083, "accuracy": 87.4, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
+{"file_name": "data/base/augmented_irregular_forms.csv", "mean_difference": 8.854752980232238, "accuracy": 98.8, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
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+{"file_name": "data/base/augmented_nominalization.csv", "mean_difference": 9.803341562271118, "accuracy": 97.39999999999999, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
+{"file_name": "data/base/augmented_npi_licensing.csv", "mean_difference": 10.553834092617034, "accuracy": 98.2, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
+{"file_name": "data/base/augmented_passives.csv", "mean_difference": 5.699198300361633, "accuracy": 82.19999999999999, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
+{"file_name": "data/base/augmented_quantifiers.csv", "mean_difference": 14.230159894943238, "accuracy": 95.7, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
+{"file_name": "data/base/augmented_relative_clauses.csv", "mean_difference": 13.943755422592163, "accuracy": 97.7, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
+{"file_name": "data/base/augmented_scrambling.csv", "mean_difference": 21.129697137832643, "accuracy": 100.0, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}
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+{"file_name": "data/base/augmented_suspended_affixation.csv", "mean_difference": 20.751598789691926, "accuracy": 100.0, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-cased"}

results-dbmdz-bert-base-turkish-uncased.jsonl

@@ -0,0 +1,16 @@
+{"file_name": "data/base/augmented_anaphor_agreement.csv", "mean_difference": 10.466565704345703, "accuracy": 97.3, "total_pairs": 1000, "model_name": "dbmdz/bert-base-turkish-uncased"}
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results-dbmdz-convbert-base-turkish-cased.jsonl

@@ -0,0 +1,16 @@
+{"file_name": "data/base/augmented_anaphor_agreement.csv", "mean_difference": 0.33106767654418945, "accuracy": 58.099999999999994, "total_pairs": 1000, "model_name": "dbmdz/convbert-base-turkish-cased"}
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results-dbmdz-convbert-base-turkish-mc4-cased.jsonl

@@ -0,0 +1,16 @@
+{"file_name": "data/base/augmented_anaphor_agreement.csv", "mean_difference": -0.5135636558532715, "accuracy": 44.3, "total_pairs": 1000, "model_name": "dbmdz/convbert-base-turkish-mc4-cased"}
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results-dbmdz-convbert-base-turkish-mc4-uncased.jsonl

@@ -0,0 +1,16 @@
+{"file_name": "data/base/augmented_anaphor_agreement.csv", "mean_difference": -0.09318969345092773, "accuracy": 44.6, "total_pairs": 1000, "model_name": "dbmdz/convbert-base-turkish-mc4-uncased"}
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results-dbmdz-distilbert-base-turkish-cased.jsonl

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results-dbmdz-electra-base-turkish-cased-generator.jsonl

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results-dbmdz-electra-base-turkish-mc4-cased-generator.jsonl

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results-dbmdz-electra-base-turkish-mc4-uncased-generator.jsonl

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results-dbmdz-electra-small-turkish-cased-generator.jsonl

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