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: CoRR (2022)
Keyphrases
- relation extraction
- named entities
- information extraction
- coreference resolution
- automatic extraction
- domain specific
- entity extraction
- semantic role labeling
- dependency trees
- question answering
- semantic relations
- reference resolution
- named entity recognition
- named entity recognizer
- broad coverage
- natural language text
- dependency tree
- semantic features
- tree kernels
- natural language processing
- data analysis
- co occurrence
- data mining
- text mining
- knowledge discovery
- expert systems
- information retrieval