Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis.
Yiwei WangMuhao ChenWenxuan ZhouYujun CaiYuxuan LiangDayiheng LiuBaosong YangJuncheng LiuBryan HooiPublished in: NAACL-HLT (2022)
Keyphrases
- relation extraction
- named entities
- coreference resolution
- automatic extraction
- information extraction
- entity extraction
- domain specific
- semantic relations
- dependency tree
- question answering
- named entity recognizer
- reference resolution
- semantic features
- named entity recognition
- natural language text
- broad coverage
- semantic role labeling
- dependency trees
- natural language processing
- tree kernels
- semantic analysis
- text documents
- wordnet
- artificial intelligence
- parse tree
- data mining
- co occurrence
- active learning
- data analysis