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Update src/task_mappings.py
Browse files- src/task_mappings.py +256 -74
src/task_mappings.py
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"Stance Detection": [
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],
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"Language Identification": [
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"tweetlid-tweetlid-language_identification-2014-spanish"
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],
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}
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# Group datasets under broad semantic categories
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semantic_categories = {
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"Sentiment and Emotion Analysis": [
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"iberbench/tass-tass-sentiment_analysis-2020-spanish-uruguay",
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"iberbench/tass-tass-sentiment_analysis-2020-spanish-mexico",
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"iberbench/tass-tass-sentiment_analysis-2020-spanish-spain",
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"iberbench/tass-tass-sentiment_analysis-2020-spanish-costa_rica",
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"iberbench/tass-tass-sentiment_analysis-2020-spanish-peru",
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"iberbench/tass-tass-emotion_analysis-2020-spanish",
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"iberbench/iberlef-restmex-sentiment_analysis-2022-spanish-mexico",
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"iberbench/iberlef-restmex-sentiment_analysis-2021-spanish-mexico",
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"iberbench/general-bec-sentiment_analysis-2024-basque",
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"iberbench/iberlef-emoevales-emotion_analysis-2021-spanish"
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],
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"Toxicity and Harmful Language Detection": [
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"iberbench/iberlef-detoxis-aggressiveness_detection-2021-spanish",
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"iberbench/iberlef-detoxis-toxicity_detection-2021-spanish",
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"iberbench/iberlef-detoxis-improper_language_detection-2021-spanish",
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"iberbench/iberlef-detoxis-insult_detection-2021-spanish",
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"iberbench/iberlef-detoxis-mockery_detection-2021-spanish",
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"iberbench/iberlef-emoevales-offensiveness_detection-2021-spanish",
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"iberbench/iberlef-meoffendes-offensiveness_detection-2021-spanish",
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"iberbench/iberlef-mex_a3t-aggressiveness_detection-2019-spanish-mexico",
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"iberbench/general-hate_check-hate_speech_detection-2024-portuguese"
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],
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"Prejudice and Discrimination Detection": [
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"iberbench/iberlef-detests_dis-stereotype_detection-2024-spanish",
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"iberbench/iberlef-exist-sexism_detection-2021-spanish",
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"iberbench/iberlef-exist-sexism_categorization-2021-spanish",
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"iberbench/iberlef-huhu-racial_prejudice_detection-2023-spanish",
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"iberbench/iberlef-huhu-women_prejudice_detection-2023-spanish",
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"iberbench/iberlef-huhu-lgtbiq_prejudice_detection-2023-spanish",
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"iberbench/iberlef-huhu-fatphobia_detection-2023-spanish"
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],
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"Machine Generated Text Detection and Attribution": [
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"iberbench/iberlef-iberautextification-machine_generated_text_detection-2024-galician",
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"iberbench/iberlef-iberautextification-machine_generated_text_attribution-2024-english",
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"iberbench/iberlef-iberautextification-machine_generated_text_attribution-2024-spanish",
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"iberbench/iberlef-iberautextification-machine_generated_text_detection-2024-catalan",
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"iberbench/iberlef-iberautextification-machine_generated_text_attribution-2024-basque",
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"iberbench/iberlef-iberautextification-machine_generated_text_detection-2024-english",
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"iberbench/iberlef-iberautextification-machine_generated_text_detection-2024-portuguese",
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"iberbench/iberlef-iberautextification-machine_generated_text_attribution-2024-portuguese",
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| 44 |
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"iberbench/iberlef-iberautextification-machine_generated_text_detection-2024-basque",
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| 45 |
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"iberbench/iberlef-iberautextification-machine_generated_text_attribution-2024-catalan",
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| 46 |
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"iberbench/iberlef-iberautextification-machine_generated_text_attribution-2024-galician",
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| 47 |
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"iberbench/iberlef-iberautextification-machine_generated_text_detection-2024-spanish"
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],
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| 49 |
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"Irony and Sarcasm Detection": [
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"iberbench/iberlef-detoxis-sarcasm_detection-2021-spanish",
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"iberbench/iberlef-irosva-irony_detection-2019-spanish-cuba",
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"iberbench/iberlef-irosva-irony_detection-2019-spanish-mexico",
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"iberbench/iberlef-irosva-irony_detection-2019-spanish-spain"
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],
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"Mental Health Detection": [
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"iberbench/iberlef-mentalriskes-eating_disorder_detection-2023-spanish",
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"iberbench/iberlef-mentalriskes-depression_detection-2023-spanish",
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"iberbench/iberlef-mentalriskes-depression_categorization-2023-spanish"
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],
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"Stance Detection": [
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"iberbench/iberlef-vaxxstance-stance_detection-2021-basque",
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"iberbench/iberlef-vaxxstance-stance_detection-2021-spanish",
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"iberbench/ibereval-multistancecat-stance_detection-2018-spanish",
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| 64 |
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"iberbench/ibereval-multistancecat-stance_detection-2018-catalan"
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],
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"Paraphrase Detection": [
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"iberbench/iberlef-parmex-paraphrase_detection-2022-spanish-mexico",
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| 68 |
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"iberbench/general-paws_x-paraphrase_detection-2019-spanish",
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"iberbench/general-paws_gl-paraphrase_detection-2019-galician",
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"iberbench/general-paws_pt-paraphrase_detection-2019-portuguese",
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"iberbench/general-paws_ca-paraphrase_detection-2019-catalan",
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"iberbench/general-parafraseja-paraphrase_detection-2022-catalan"
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],
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"Author Profiling": [
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"iberbench/pan-author_profiling-gender_detection-2017-spanish",
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"iberbench/pan-author_profiling-age_detection-2015-spanish",
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| 77 |
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"iberbench/iberlef-meoffendes-gender_detection-2021-spanish",
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| 78 |
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"iberbench/iberlef-restmex-gender_detection-2021-spanish-mexico"
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| 79 |
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],
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| 80 |
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"Fake News Detection": [
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| 81 |
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"iberbench/iberlef-fakedes-fake_news_detection-2021-spanish"
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| 82 |
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],
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| 83 |
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"Humor Detection": [
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| 84 |
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"iberbench/iberlef-haha-humor_detection-2021-spanish",
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| 85 |
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"iberbench/iberlef-haha-humor_detection-2019-spanish",
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| 86 |
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"iberbench/iberlef-huhu-humor_detection-2023-spanish"
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],
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| 88 |
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"Question Answering": [
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| 89 |
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"iberbench/general-eus_exams-question_answering-2024-basque",
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| 90 |
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"iberbench/general-eus_exams-question_answering-2024-spanish",
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| 91 |
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"iberbench/general-eus_trivia-question_answering-2024-basque",
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| 92 |
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"iberbench/general-xstorycloze-question_answering-2024-galician",
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| 93 |
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"iberbench/general-xstorycloze-question_answering-2024-portuguese",
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| 94 |
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"iberbench/general-xstorycloze-question_answering-2024-catalan",
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| 95 |
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"iberbench/general-openbook_qa-question_answering-2022-spanish",
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| 96 |
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"iberbench/general-openbook_qa-question_answering-2022-catalan",
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| 97 |
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"iberbench/general-arc-question_answering-2024-basque",
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| 98 |
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"iberbench/general-arc-question_answering-2024-catalan"
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| 99 |
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],
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| 100 |
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"Commonsense Reasoning": [
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| 101 |
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"iberbench/general-xcopa-commonsense_reasoning-2024-basque",
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| 102 |
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"iberbench/general-copa_es-commonsense_reasoning-2024-spanish",
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| 103 |
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"iberbench/general-piqa-commonsense_reasoning-2024-basque",
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| 104 |
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"iberbench/general-copa-commonsense_reasoning-2024-catalan"
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| 105 |
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],
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| 106 |
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"Reading Comprehension": [
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| 107 |
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"iberbench/general-eus_reading-reading_comprehension-2024-basque",
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| 108 |
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"iberbench/general-belebele-reading_comprehension-2024-basque",
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| 109 |
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"iberbench/general-belebele-reading_comprehension-2024-spanish",
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| 110 |
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"iberbench/general-belebele-reading_comprehension-2024-portuguese",
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| 111 |
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"iberbench/general-belebele-reading_comprehension-2024-catalan"
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| 112 |
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],
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| 113 |
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"Topic Classification": [
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| 114 |
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"iberbench/general-eus_trivia-topic_classification-2024-basque",
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| 115 |
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"iberbench/general-bhtc-topic_classification-2024-basque",
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| 116 |
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"iberbench/general-clindiagnoses-topic_classification-2024-spanish"
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| 117 |
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],
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| 118 |
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"Linguistic Acceptability": [
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| 119 |
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"iberbench/general-escola-linguistic_acceptability-2024-spanish",
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| 120 |
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"iberbench/general-galcola-linguistic_acceptability-2024-galician",
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| 121 |
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"iberbench/general-catcola-linguistic_acceptability-2024-catalan"
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| 122 |
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],
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| 123 |
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"Textual Entailment": [
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| 124 |
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"iberbench/general-qnli-textual_entailment-2024-basque",
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| 125 |
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"iberbench/general-xnli-textual_entailment-2024-spanish",
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| 126 |
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"iberbench/general-xnli-textual_entailment-2024-galician",
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| 127 |
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"iberbench/general-xnli-textual_entailment-2024-catalan",
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| 128 |
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"iberbench/general-teca-textual_entailment-2021-catalan"
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| 129 |
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],
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| 130 |
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"Intent Classification": [
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| 131 |
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"iberbench/general-fmtodeu-intent_classification-2024-basque"
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| 132 |
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],
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| 133 |
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"Proficiency Evaluation": [
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| 134 |
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"iberbench/general-eus_proficiency-proficiency_evaluation-2024-basque",
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| 135 |
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"iberbench/general-teleia-proficiency_evaluation-2024-spanish"
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| 136 |
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],
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| 137 |
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"Text Summarization": [
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| 138 |
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"iberbench/general-xlsum-text_summarization-2021-spanish",
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| 139 |
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"iberbench/general-xlsum-text_summarization-2021-portuguese",
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| 140 |
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"iberbench/general-cabreu-text_summarization-2024-catalan"
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| 141 |
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],
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| 142 |
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"Lexical Analysis": [
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| 143 |
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"iberbench/iberlef-adobo-lexical_borrowing_chunking-2021-spanish"
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| 144 |
],
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| 145 |
"Language Identification": [
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| 146 |
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"iberbench/tweetlid-tweetlid-language_identification-2014-spanish"
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| 147 |
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]
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| 148 |
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}
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# Group datasets in "fundamental" or "professional".
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# Fundamental tasks are those that evaluates knowledge and writting capabilities of LLMs.
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# Tasks like question answering on exams, reading comprehension, entailment, proficiency evaluation, linguistic acceptability, etc. are under this category.
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| 153 |
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# Professional tasks are those that have economic interest for the industry.
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# Tasks like author profiling, sentiment analysis, machine-generated text detection, fake news detection, stance, discrimination, etc. are under this category.
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professional_mapping = {
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"Fundamental NLP": [
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| 157 |
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"iberbench/iberlef-adobo-lexical_borrowing_chunking-2021-spanish",
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| 158 |
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"iberbench/general-eus_exams-question_answering-2024-basque",
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| 159 |
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"iberbench/general-eus_exams-question_answering-2024-spanish",
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| 160 |
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"iberbench/general-eus_trivia-topic_classification-2024-basque",
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| 161 |
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"iberbench/general-eus_trivia-question_answering-2024-basque",
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| 162 |
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"iberbench/general-eus_proficiency-proficiency_evaluation-2024-basque",
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| 163 |
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"iberbench/general-xcopa-commonsense_reasoning-2024-basque",
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| 164 |
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"iberbench/general-eus_reading-reading_comprehension-2024-basque",
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| 165 |
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"iberbench/general-arc-question_answering-2024-basque",
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| 166 |
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"iberbench/general-piqa-commonsense_reasoning-2024-basque",
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| 167 |
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"iberbench/general-belebele-reading_comprehension-2024-basque",
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| 168 |
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"iberbench/general-qnli-textual_entailment-2024-basque",
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| 169 |
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"iberbench/general-copa_es-commonsense_reasoning-2024-spanish",
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"iberbench/general-openbook_qa-question_answering-2022-spanish",
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| 171 |
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"iberbench/general-teleia-proficiency_evaluation-2024-spanish",
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| 172 |
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"iberbench/general-belebele-reading_comprehension-2024-spanish",
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| 173 |
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"iberbench/general-escola-linguistic_acceptability-2024-spanish",
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| 174 |
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"iberbench/general-xnli-textual_entailment-2024-spanish",
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| 175 |
+
"iberbench/general-xnli-textual_entailment-2024-galician",
|
| 176 |
+
"iberbench/general-galcola-linguistic_acceptability-2024-galician",
|
| 177 |
+
"iberbench/general-xstorycloze-question_answering-2024-galician",
|
| 178 |
+
"iberbench/general-belebele-reading_comprehension-2024-portuguese",,
|
| 179 |
+
"iberbench/general-xstorycloze-question_answering-2024-portuguese",
|
| 180 |
+
"iberbench/general-xstorycloze-question_answering-2024-catalan",
|
| 181 |
+
"iberbench/general-xnli-textual_entailment-2024-catalan",
|
| 182 |
+
"iberbench/general-arc-question_answering-2024-catalan",
|
| 183 |
+
"iberbench/general-belebele-reading_comprehension-2024-catalan",
|
| 184 |
+
"iberbench/general-openbook_qa-question_answering-2022-catalan",
|
| 185 |
+
"iberbench/general-copa-commonsense_reasoning-2024-catalan",
|
| 186 |
+
"iberbench/general-catcola-linguistic_acceptability-2024-catalan",
|
| 187 |
+
"iberbench/general-teca-textual_entailment-2021-catalan",
|
| 188 |
],
|
| 189 |
+
"Professional NLP": [
|
| 190 |
+
"iberbench/iberlef-restmex-sentiment_analysis-2022-spanish-mexico",
|
| 191 |
+
"iberbench/iberlef-restmex-sentiment_analysis-2021-spanish-mexico"
|
| 192 |
+
"iberbench/general-parafraseja-paraphrase_detection-2022-catalan",
|
| 193 |
+
"iberbench/general-paws_ca-paraphrase_detection-2019-catalan",
|
| 194 |
+
"iberbench/general-cabreu-text_summarization-2024-catalan",
|
| 195 |
+
"iberbench/general-xlsum-text_summarization-2021-portuguese",
|
| 196 |
+
"iberbench/general-paws_pt-paraphrase_detection-2019-portuguese"
|
| 197 |
+
"iberbench/general-paws_gl-paraphrase_detection-2019-galician",
|
| 198 |
+
"iberbench/general-paws_x-paraphrase_detection-2019-spanish",
|
| 199 |
+
"iberbench/general-clindiagnoses-topic_classification-2024-spanish",
|
| 200 |
+
"iberbench/general-fmtodeu-intent_classification-2024-basque",
|
| 201 |
+
"iberbench/general-bhtc-topic_classification-2024-basque",
|
| 202 |
+
"iberbench/general-xlsum-text_summarization-2021-spanish",
|
| 203 |
+
"iberbench/general-bec-sentiment_analysis-2024-basque",
|
| 204 |
+
"iberbench/tass-tass-sentiment_analysis-2020-spanish-uruguay",
|
| 205 |
+
"iberbench/tass-tass-sentiment_analysis-2020-spanish-mexico",
|
| 206 |
+
"iberbench/tass-tass-sentiment_analysis-2020-spanish-spain",
|
| 207 |
+
"iberbench/tass-tass-sentiment_analysis-2020-spanish-costa_rica",
|
| 208 |
+
"iberbench/tass-tass-sentiment_analysis-2020-spanish-peru",
|
| 209 |
+
"iberbench/tass-tass-emotion_analysis-2020-spanish",
|
| 210 |
+
"iberbench/iberlef-emoevales-emotion_analysis-2021-spanish",
|
| 211 |
+
"iberbench/iberlef-haha-humor_detection-2021-spanish",
|
| 212 |
+
"iberbench/iberlef-haha-humor_detection-2019-spanish",
|
| 213 |
+
"iberbench/iberlef-irosva-irony_detection-2019-spanish-cuba",
|
| 214 |
+
"iberbench/iberlef-irosva-irony_detection-2019-spanish-mexico",
|
| 215 |
+
"iberbench/iberlef-irosva-irony_detection-2019-spanish-spain",
|
| 216 |
+
"iberbench/tweetlid-tweetlid-language_identification-2014-spanish",
|
| 217 |
+
"iberbench/iberlef-parmex-paraphrase_detection-2022-spanish-mexico",
|
| 218 |
+
"iberbench/iberlef-detests_dis-stereotype_detection-2024-spanish",
|
| 219 |
+
"iberbench/iberlef-detoxis-aggressiveness_detection-2021-spanish",
|
| 220 |
+
"iberbench/iberlef-detoxis-toxicity_detection-2021-spanish",
|
| 221 |
+
"iberbench/iberlef-detoxis-improper_language_detection-2021-spanish",
|
| 222 |
+
"iberbench/iberlef-detoxis-sarcasm_detection-2021-spanish",
|
| 223 |
+
"iberbench/iberlef-detoxis-insult_detection-2021-spanish",
|
| 224 |
+
"iberbench/iberlef-detoxis-mockery_detection-2021-spanish",
|
| 225 |
+
"iberbench/iberlef-exist-sexism_detection-2021-spanish",
|
| 226 |
+
"iberbench/iberlef-emoevales-offensiveness_detection-2021-spanish",
|
| 227 |
+
"iberbench/iberlef-exist-sexism_categorization-2021-spanish",
|
| 228 |
+
"iberbench/iberlef-fakedes-fake_news_detection-2021-spanish",
|
| 229 |
+
"iberbench/iberlef-huhu-racial_prejudice_detection-2023-spanish",
|
| 230 |
+
"iberbench/iberlef-huhu-women_prejudice_detection-2023-spanish",
|
| 231 |
+
"iberbench/iberlef-huhu-lgtbiq_prejudice_detection-2023-spanish",
|
| 232 |
+
"iberbench/iberlef-huhu-fatphobia_detection-2023-spanish",
|
| 233 |
+
"iberbench/iberlef-huhu-humor_detection-2023-spanish",
|
| 234 |
+
"iberbench/iberlef-iberautextification-machine_generated_text_detection-2024-galician",
|
| 235 |
+
"iberbench/iberlef-iberautextification-machine_generated_text_attribution-2024-english",
|
| 236 |
+
"iberbench/iberlef-iberautextification-machine_generated_text_attribution-2024-spanish",
|
| 237 |
+
"iberbench/iberlef-iberautextification-machine_generated_text_detection-2024-catalan",
|
| 238 |
+
"iberbench/iberlef-iberautextification-machine_generated_text_attribution-2024-basque",
|
| 239 |
+
"iberbench/iberlef-iberautextification-machine_generated_text_detection-2024-english",
|
| 240 |
+
"iberbench/iberlef-iberautextification-machine_generated_text_detection-2024-portuguese",
|
| 241 |
+
"iberbench/iberlef-iberautextification-machine_generated_text_attribution-2024-portuguese",
|
| 242 |
+
"iberbench/iberlef-iberautextification-machine_generated_text_detection-2024-basque",
|
| 243 |
+
"iberbench/iberlef-iberautextification-machine_generated_text_attribution-2024-catalan",
|
| 244 |
+
"iberbench/iberlef-iberautextification-machine_generated_text_attribution-2024-galician",
|
| 245 |
+
"iberbench/iberlef-iberautextification-machine_generated_text_detection-2024-spanish",
|
| 246 |
+
"iberbench/iberlef-mentalriskes-eating_disorder_detection-2023-spanish",
|
| 247 |
+
"iberbench/iberlef-vaxxstance-stance_detection-2021-basque",
|
| 248 |
+
"iberbench/iberlef-vaxxstance-stance_detection-2021-spanish",
|
| 249 |
+
"iberbench/ibereval-multistancecat-stance_detection-2018-spanish",
|
| 250 |
+
"iberbench/iberlef-mex_a3t-aggressiveness_detection-2019-spanish-mexico",
|
| 251 |
+
"iberbench/iberlef-meoffendes-offensiveness_detection-2021-spanish",
|
| 252 |
+
"iberbench/iberlef-meoffendes-gender_detection-2021-spanish",
|
| 253 |
+
"iberbench/iberlef-mentalriskes-depression_detection-2023-spanish",
|
| 254 |
+
"iberbench/ibereval-multistancecat-stance_detection-2018-catalan",
|
| 255 |
+
"iberbench/iberlef-mentalriskes-depression_categorization-2023-spanish",
|
| 256 |
+
"iberbench/iberlef-restmex-gender_detection-2021-spanish-mexico",
|
| 257 |
+
"iberbench/pan-author_profiling-gender_detection-2017-spanish",
|
| 258 |
+
"iberbench/pan-author_profiling-age_detection-2015-spanish",
|
| 259 |
+
"iberbench/general-hate_check-hate_speech_detection-2024-portuguese"
|
| 260 |
+
]
|
| 261 |
}
|