Evaluating Generative Language Models in Information Extraction as Subjective Question Correction.
Yuchen FanYantao LiuZijun YaoJifan YuLei HouJuanzi LiPublished in: CoRR (2024)
Keyphrases
- language model
- information extraction
- information retrieval
- language modeling
- n gram
- probabilistic model
- language modelling
- generative model
- query expansion
- statistical language models
- natural language processing
- ad hoc information retrieval
- language modeling framework
- document retrieval
- speech recognition
- precision and recall
- retrieval model
- text mining
- named entity recognition
- smoothing methods
- language models for information retrieval
- context sensitive
- web mining
- conditional random fields
- relevance model
- language model for information retrieval
- machine learning
- named entities
- pseudo relevance feedback
- question answering
- document ranking
- passage retrieval
- vector space model
- free text
- semi structured
- translation model
- text documents
- term dependencies
- tf idf
- cross lingual
- bayesian networks
- machine translation