How Fragile is Relation Extraction under Entity Replacements?
Yiwei WangBryan HooiFei WangYujun CaiYuxuan LiangWenxuan ZhouJing TangManjuan DuanMuhao ChenPublished in: CoNLL (2023)
Keyphrases
- relation extraction
- named entities
- entity extraction
- coreference resolution
- named entity recognizer
- information extraction
- automatic extraction
- domain specific
- named entity recognition
- question answering
- semantic role labeling
- semantic relations
- dependency tree
- co occurrence
- natural language processing
- reference resolution
- semantic features
- broad coverage
- dependency trees
- text mining
- metadata
- entity ranking
- tree kernels
- named entity disambiguation
- unsupervised learning
- information retrieval
- knowledge sources
- text classification
- probabilistic model