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