Matches in SemOpenAlex for { <https://semopenalex.org/work/W3017131202> ?p ?o ?g. }
- W3017131202 abstract "Language representation models such as BERT could effectively capture contextual semantic information from plain text, and have been proved to achieve promising results in lots of downstream NLP tasks with appropriate fine-tuning. However, most existing language representation models cannot explicitly handle coreference, which is essential to the coherent understanding of the whole discourse. To address this issue, we present CorefBERT, a novel language representation model that can capture the coreferential relations in context. The experimental results show that, compared with existing baseline models, CorefBERT can achieve significant improvements consistently on various downstream NLP tasks that require coreferential reasoning, while maintaining comparable performance to previous models on other common NLP tasks. The source code and experiment details of this paper can be obtained from https://github.com/thunlp/CorefBERT." @default.
- W3017131202 created "2020-04-24" @default.
- W3017131202 creator A5002250184 @default.
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- W3017131202 creator A5051076151 @default.
- W3017131202 creator A5070196864 @default.
- W3017131202 creator A5071458554 @default.
- W3017131202 date "2020-04-14" @default.
- W3017131202 modified "2023-10-16" @default.
- W3017131202 title "Coreferential Reasoning Learning for Language Representation" @default.
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- W3017131202 doi "https://doi.org/10.48550/arxiv.2004.06870" @default.
- W3017131202 hasPublicationYear "2020" @default.
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