Large Language Models for Generative Information Extraction: A Survey.
Derong XuWei ChenWenjun PengChao ZhangTong XuXiangyu ZhaoXian WuYefeng ZhengEnhong ChenPublished in: CoRR (2023)
Keyphrases
- language model
- information extraction
- information retrieval
- language modeling
- probabilistic model
- generative model
- precision and recall
- language modelling
- document retrieval
- natural language processing
- language modeling framework
- speech recognition
- retrieval model
- n gram
- named entity recognition
- test collection
- free text
- context sensitive
- structured data
- text mining
- conditional random fields
- semi structured
- query terms
- named entities
- web mining
- machine learning
- language models for information retrieval
- smoothing methods
- ad hoc information retrieval
- web documents
- query expansion
- natural language
- text documents
- question answering
- pseudo relevance feedback
- statistical language models
- web search
- machine translation
- relevant documents
- vector space model
- document collections
- bayesian networks