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CoNLL

The CoNLL dataset is a widely used resource in the field of natural language processing (NLP). The term “CoNLL” stands for Conference on Natural Language Learning. It originates from a series of shared tasks organized at the Conferences of Natural Language Learning.

Related Benchmarks

CONLL 2003 Dutch/Information Extraction/F1 score CONLL 2003 German/Information Extraction/F1 score CoNLL 2000/Chunking/Exact Span F1 CoNLL 2000/Named Entity Recognition (NER)/F1 CoNLL 2000/Shallow Syntax/Exact Span F1 CoNLL 2002 (Dutch)/Named Entity Recognition (NER)/F1 CoNLL 2002 (Spanish)/Named Entity Recognition (NER)/F1 CoNLL 2003/Chunking/AUC CoNLL 2003/Chunking/Accuracy CoNLL 2003/Chunking/F1 CoNLL 2003/Chunking/Precision CoNLL 2003/Chunking/Recall CoNLL 2003/Cross-Lingual/Dutch CoNLL 2003/Cross-Lingual/German CoNLL 2003/Cross-Lingual/Spanish CoNLL 2003/Cross-Lingual Transfer/Dutch CoNLL 2003/Cross-Lingual Transfer/German CoNLL 2003/Cross-Lingual Transfer/Spanish CoNLL 2003/Event Extraction/AUC CoNLL 2003/Event Extraction/Accuracy CoNLL 2003/Event Extraction/F1 CoNLL 2003/Event Extraction/Precision CoNLL 2003/Event Extraction/Recall CoNLL 2003/Image Enhancement/F1 score CoNLL 2003/Information Extraction/AUC CoNLL 2003/Information Extraction/Accuracy CoNLL 2003/Information Extraction/F1 CoNLL 2003/Information Extraction/Precision CoNLL 2003/Information Extraction/Recall CoNLL 2003/Named Entity Recognition (NER)/AUC CoNLL 2003/Named Entity Recognition (NER)/Accuracy CoNLL 2003/Named Entity Recognition (NER)/F1 CoNLL 2003/Named Entity Recognition (NER)/Precision CoNLL 2003/Named Entity Recognition (NER)/Recall CoNLL 2003/Open Information Extraction/AUC CoNLL 2003/Open Information Extraction/Accuracy CoNLL 2003/Open Information Extraction/F1 CoNLL 2003/Open Information Extraction/Precision CoNLL 2003/Open Information Extraction/Recall CoNLL 2003/Shallow Syntax/AUC CoNLL 2003/Shallow Syntax/Accuracy CoNLL 2003/Shallow Syntax/F1 CoNLL 2003/Shallow Syntax/Precision CoNLL 2003/Shallow Syntax/Recall CoNLL 2003 (English)/Chunking/F1 CoNLL 2003 (English)/Named Entity Recognition (NER)/F1 CoNLL 2003 (English)/Shallow Syntax/F1 CoNLL 2003 (German)/Chunking/F1 CoNLL 2003 (German)/Named Entity Recognition (NER)/F1 CoNLL 2003 (German)/Shallow Syntax/F1 CoNLL 2003 (German) Revised/Named Entity Recognition (NER)/F1 CoNLL 2004/Image Enhancement/F1 score CoNLL 2005/Semantic Role Labeling/F1 CoNLL 2012/Coreference Resolution/Avg F1 CoNLL 2012/Semantic Role Labeling/Avg. F1 CoNLL 2012/Semantic Role Labeling/F1 CoNLL 2019/Semantic Parsing/Full MRP F1 CoNLL 2019/Semantic Parsing/Full UCCA F1 CoNLL 2019/Semantic Parsing/LPP MRP F1 CoNLL 2019/Semantic Parsing/LPP UCCA F1 CoNLL Dutch/Cross-Lingual/F1 CoNLL Dutch/Cross-Lingual Transfer/F1 CoNLL German/Cross-Lingual/F1 CoNLL German/Cross-Lingual Transfer/F1 CoNLL Spanish/Cross-Lingual/F1 CoNLL Spanish/Cross-Lingual Transfer/F1 CoNLL++/Named Entity Recognition (NER)/F1 CoNLL-2009/Dependency Parsing/LAS CoNLL-2009/Dependency Parsing/UAS CoNLL-2009/Semantic Role Labeling/F1 (Arg.)CoNLL-2009/Semantic Role Labeling/F1 (Prd.)CoNLL-2014 A1/Grammatical Error Correction/F0.5 CoNLL-2014 A2/Grammatical Error Correction/F0.5 CoNLL-2014 Shared Task/Grammatical Error Correction/F0.5 CoNLL-2014 Shared Task/Grammatical Error Correction/Precision CoNLL-2014 Shared Task/Grammatical Error Correction/Recall CoNLL-2014 Shared Task (10 annotations)/Grammatical Error Correction/F0.5 CoNLL-2020/Named Entity Recognition (NER)/F1 CoNLL-Aida/Entity Linking/Accuracy CoNLL03/Named Entity Recognition (NER)/F1 CoNLL03/Named Entity Recognition (NER)/F1 (micro)CoNLL04/Information Extraction/Entity F1 CoNLL04/Information Extraction/Relation F1 CoNLL04/Named Entity Recognition (NER)/F1 CoNLL04/Relation Extraction/Entity F1 CoNLL04/Relation Extraction/NER Macro F1 CoNLL04/Relation Extraction/NER Micro F1 CoNLL04/Relation Extraction/RE+ Macro F1 CoNLL04/Relation Extraction/RE+ Macro F1 CoNLL04/Relation Extraction/RE+ Micro F1 CoNLL04/Relation Extraction/Relation F1 CoNLL05 Brown/Semantic Role Labeling/F1 CoNLL05 WSJ/Semantic Role Labeling/F1 CoNLL12/Coreference Resolution/Average F1 CoNLL12/Coreference Resolution/B3 CoNLL12/Coreference Resolution/CEAFϕ4 CoNLL12/Coreference Resolution/MUC CoNLL12/Semantic Role Labeling/F1 Conll 2003 Spanish/Information Extraction/F1 score conll2003/Continual Learning/F1 (macro)conll2003/Continual Learning/F1 (micro)conll2003/Continual Named Entity Recognition/F1 (macro)conll2003/Continual Named Entity Recognition/F1 (micro)

Statistics

Papers: 187
Benchmarks: 0

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Tasks

Chinese Semantic Role Labeling Chunking Coreference Resolution Cross-Domain Named Entity Recognition Cross-Lingual NER Cross-Lingual Transfer Dependency Parsing Entity Disambiguation Entity Linking Entity Typing FG-1-PG-1 Grammatical Error Correction Grammatical Error Detection Joint Entity and Relation Extraction Low Resource Named Entity Recognition Morphological Tagging Named Entity Recognition Named Entity Recognition (NER)Part-Of-Speech Tagging Predicate Detection Relation Extraction Semantic Role Labeling Semantic Role Labeling (predicted predicates)Sentence segmentation Sequential sentence segmentation Text Segmentation Token Classification UCCA Parsing Weakly-Supervised Named Entity Recognition