GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models.
Pengcheng JiangJiacheng LinZifeng WangJimeng SunJiawei HanPublished in: NAACL-HLT (2024)
Keyphrases
- language model
- relation extraction
- language modeling
- probabilistic model
- information extraction
- n gram
- named entities
- document retrieval
- automatic extraction
- retrieval model
- information retrieval
- domain specific
- test collection
- query expansion
- language modeling framework
- named entity recognition
- question answering
- semantic relations
- context sensitive
- semantic features
- semantic role labeling
- generative model
- pseudo relevance feedback
- natural language processing
- smoothing methods
- query terms
- unsupervised learning
- text mining
- feature selection