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SciERC

홈페이지 · 논문 134편

SciERC dataset is a collection of 500 scientific abstract annotated with scientific entities, their relations, and coreference clusters. The abstracts are taken from 12 AI conference/workshop proceedings in four AI communities, from the Semantic Scholar Corpus. SciERC extends previous datasets in scientific articles SemEval 2017 Task 10 and SemEval 2018 Task 7 by extending entity types, relation types, relation coverage, and adding cross-sentence relations using coreference links. Source: http://nlp.cs.washington.edu/sciIE/ Image Source: http://nlp.cs.washington.edu/sciIE/

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벤치마크

Joint Entity and Relation Extraction on SciERC 결과 22개
Named Entity Recognition (NER) on SciERC 결과 7개
Few-Shot Relation Classification on SciERC 결과 4개
Relation Extraction on SciERC 결과 3개
Continual Pretraining on SciERC 결과 1개
Relation Extraction on sciERC-sent 결과 1개
UIE on SciERC 결과 1개