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