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Task Category

text-classification conditional-text-generation question-answering sequence-modeling structure-prediction other text-scoring text-retrieval speech-processing translation automatic-speech-recognition cross-language-transcription other-test textual-entailment natural-language-inference query-paraphrasing sentiment-analysis

Task

machine-translation named-entity-recognition language-modeling sentiment-classification extractive-qa open-domain-qa multi-class-classification summarization dialogue-modeling topic-classification semantic-similarity-scoring multi-label-classification multiple-choice-qa intent-classification natural-language-inference closed-domain-qa part-of-speech-tagging fact-checking semantic-similarity-classification document-retrieval other-stuctured-to-text text-simplification parsing abstractive-qa slot-filling sentiment-scoring automatic-speech-recognition fact-checking-retrieval explanation-generation entity-linking-retrieval text-classification-other-hate-speech-detection other-other-image-super-resolution coreference-resolution other-other-image-classification table-to-text tokenization normalization lemmatization text-scoring-other-evaluating-dialogue-systems text-classification-other-emotion-classification other-other-relation-extraction text-classification-other-news-category-classification conditional-text-generation-other-grammatical-error-correction other-image-classification image-classification conditional-text-generation-other-dialogue-generation text-classification-other-sarcasm-detection other-other-knowledge-base structure-prediction-other-word-tokenization conditional-text-generation-other-meaning-representtion-to-text acceptability-classification text-classification-other-paraphrase-identification sentiment-analysis text-classification-other-language-identification text-scoring-other-probing other-other-pretraining-language-models question-answering-other-multi-hop text-classification-other-dialogue-act-classification text-scoring-other-paraphrase-identification question-answering-other-explanations-in-question-answering question-answering-other-conversational-qa textual-entailment other-other-automatic speech recognition translation speech-recognition structure-prediction-other-acronym-identification other-other-query-based-multi-document-summarization other-other-data-mining text-scoring-other-simplification-evaluation question-answering-other-chained-qa text-classification-other-hate-speech-topic-classification other-other-judgement-prediction text-classification-other-stance-detection other-other-raw-dataset other-other-translation other-other-sentences entailment and relatedness text-classification-other-question-answer-pair-classification other-other-Conversational Recommendation conditional-text-generation-other-debugging other-other-knowledge-extraction other-other-speech-translation other-other-text-to-speech other-other-web-search text-scoring-other-bias-evaluation sequence-modeling-other-conversational-curiosity text-classification-other-dialog-act-classification conditional-text-generation-other-rdf-to-text text-classification-other-discourse-marker-prediction text-classification-other-rationale-extraction text-classification-other-legal-judgment-prediction structure-prediction-other-relation-prediction emotion-classification other-other-contextual-embeddings text-classification-other-Hate Speech Detection text-retrieval-other-document-to-document-retrieval text-classification-legal-topic-classification text-classification-other-knowledge-verification text-classification-other-Word Sense Disambiguation for Verbs sequence-modeling-other-common-sense-inference text-classification-other-qa-nli text-classification-other-coreference-nli text-classification-other-emotion other question-answering-other-knowledge-base-qa text-scoring-other-Meronym-Prediction sequence-modeling-other-discourse-analysis text-scoring-other-narrative-flow text-classification-other-headline-grouping text-classification-other-hope-speech-classification text-scoring-other-funniness-score-prediction text-classification-other-funnier-headline-identification question-answering-other-multihop-tabular-text-qa text-classification-other-aspect-based-sentiment-analysis structure-prediction-other-keyphrase-extraction structure-prediction-other-span-extraction conditional-text-generation-other-question-generation text-classification-other-question-identification other-multi-turn other-other-data-to-text-generation other-relation-extraction other-dialogue-state-tracking conditional-text-generation-other-long-range-dependency text-classification-other-fake-news-detection structure-prediction-other-clause-segmentation structure-prediction-other-sentence-segmentation structure-prediction-other-word-segmentation text-classification-other-gender-bias other-other-disambiguation text-classification-other-poetry-classification question-answering-other-generative-reading-comprehension-metric other-other-NCI-PID-PubMed Genomics Knowledge Base Completion Dataset other-social-media-shares-prediction structure-prediction-other-fused-head-identification text-classification-other-offensive-language-classification text-classification-other-offensive-language utterance-retrieval text-classification-other-acceptability-classification text-scoring-other-citation-estimation sequence-modeling-code-modeling text-classification-other-dialogue-sentiment-classification other-other-citation-recommendation text-classification-other-propaganda-technique-classification structure-prediction-other-propaganda-span-identification other-other-sentence-compression structure-prediction-other-pos-tagging hate-speech-detection conditional-text-generation-other-stuctured-to-text text-classification-other-stereotype-detection phoneme-recognition keyword-spotting query-by-example-spoken-term-detection speaker-identification automatic-speaker-verification speaker-diarization emotion-recognition conditional-text-generation-other-given-a-sentence-generate-a-paraphrase-either-in-same-language-or-another-language other-diacritics-prediction other-other-open-information-extraction other-other-machine-translation constituency-parsing dependency-parsing structure-prediction-other-morphology structure-prediction-other-lemmatization text-classification-other-word-sense-disambiguation conditional-text-generation-other-question-answering other-other-token-classification-of-text-errors question-answering-other-yes-no-qa structure-prediction-other-output-structure causal-reasoning commonsense-reasoning code-generation text-retrieval-other-example-based-retrieval other-test text-classification-other-gender-classification query-paraphrasing

Language

en es de fr pt ar pl ru it nl zh tr sv fi ro th cs el ko ja bg hu sl fa da hi et id lt hr lv vi ca ur sk bn eu ta he sr te mt is af uk ga ml sq tl gl mr km hy kn mk si eo gu no be cy ka yo ms my ne la xh az br ig kk sw ku am bs ha uz gd so ky mn pa tg nn ps ug tt nb zu fy lo as or yi rw lb tk mi ht jv mg sd oc sa dv fo ia wa tn wo lg rm su bo io gn li qu st an ts gv sn co sh ln cv os ba kw vo ss sc ny se ve sm ce ti dz kl ie tw nv ch ee ff om ay bm iu ab rn sg to kg nr mh av bh kv bi cu fj ak iw ks mo aa pi ii ty ns gr kr oj ae cr hb ho hz ik kj lu nd ry za na ng jp py

Multilinguality

monolingual multilingual translation other-programming-languages other-language-learner fa en None

Size

10K<n<100K 1K<n<10K 100K<n<1M n<1K 1M<n<10M 10M<n<100M unknown 100M<n<1B 1B<n<10B n>1M 90K<n<150K

License

cc-by-4.0 mit cc-by-sa-4.0 cc-by-nc-sa-4.0 apache-2.0 cc-by-sa-3.0 cc-by-nc-4.0 other-C-UDA cc0-1.0 cc-by-3.0 gpl-3.0 other-Creative Commons Attribution 2.5 South Africa License cc-by-nc-sa-3.0 odc-by-1.0 bsd-3-clause other other-academic-use cc-by-nd-2.0 other-my-license odbl-1.0 ms-pl cc-by-2.0 cc-by-2.5 cc-by-sa-2.0 other-research-only MIT cc-by-sa-3.0-at other-Open Portion of the American National Corpus other-national-library-of-norway other-amazon-license unkown other-Copyright-2018-by-[American-University-of-Beirut]o-uda-1.0 other-non-commercial-research gfdl-1.3 other-different-license-per-source other-several-licenses cc-by-nc-sa-2.0 cc-by-nc-2.0 cc-by-nc-nd-2.0 cc-by-nc-1.0 other-cc0 other-hybrid-oa other-els-covid other-no-cc other-gold-oa other-green-oa other-bronze-oa other-biorxiv other-arxiv other-medrxiv other-unk cc-by-nd-4.0 agpl-3.0-or-later CC-BY-SA-4.0 cc-by-nc-sa-1.0 gpl other-MIDAS-LAB-IIITD-Delhi other-nergrit-license other-Creative Commons Attribution 2.5 South Africa other-public-domain other-aiforthai Microsoft Research Data License Agreement other-Microsoft Research Data License cc-by-2.1 cc-by-4 unknown-cc-by-1.0 found other-university-of-washington-academic gpl-3.0+other-LDC User Agreement for Non-Members other-nlm-license 0bsd cc-by-nc-nd-4.0 other-Public Domain Mark 1.0 CC-BY-NC-SA-3.0 cc-by-3.0-at custom cc-by-nc-3.0 other-LDC-User-Agreement-for-Non-Members lgpl-3.0 gnu-gpl-v3.0 other-wi-license other-locness-license gfdl-1.1 lgpl-3.0-only other-Licence Universal Dependencies v2.5 other-yelp-licence Creative Commons 3.0 microsoft-research-license

Datasets

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indonlu

The IndoNLU benchmark is a collection of resources for training, evaluating, and analyzing natural language understanding systems for Bahasa Indonesia.