Reasoning with Latent Structure Refinement for Document-Level Relation Extraction

ACL 2020 Guoshun NanZhijiang GuoIvan SekulićWei Lu

Document-level relation extraction requires integrating information within and across multiple sentences of a document and capturing complex interactions between inter-sentence entities. However, effective aggregation of relevant information in the document remains a challenging research question... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Relation Extraction DocRED GloVe+LSR F1 54.18 # 6
Relation Extraction DocRED BERT+LSR F1 59.05 # 2