Incremental Joint Extraction of Entity Mentions and Relations

ACL 2014 Qi LiHeng Ji

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Relation Extraction ACE 2004 Joint w/ Global Entity+Relation F1 45.3 # 7
Entity F1 79.7 # 6
Relation Extraction ACE 2005 Joint w/ Global Relation F1 52.1 # 6
Entity F1 80.8 # 11
Relation F1 (exactly match) 49.5 # 8
Sentence Encoder - # 1

Methods used in the Paper


METHOD TYPE
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