Text2DB: Integration-Aware Information Extraction with Large Language Model Agents.
Yizhu JiaoSha LiSizhe ZhouHeng JiJiawei HanPublished in: ACL (Findings) (2024)
Keyphrases
- language model
- information extraction
- information retrieval
- free text
- text mining
- language modeling
- textual data
- text documents
- document level
- n gram
- query expansion
- speech recognition
- natural language text
- text summarization
- retrieval model
- text retrieval
- language modelling
- web documents
- document retrieval
- ad hoc information retrieval
- probabilistic model
- multiword
- test collection
- natural language processing
- structured data
- mixture model
- named entities
- machine learning
- statistical language models
- context sensitive
- document length
- query terms
- question answering
- smoothing methods
- keywords
- machine translation
- translation model
- retrieval systems
- retrieval effectiveness
- natural language
- pseudo relevance feedback
- semi structured
- named entity recognition
- tf idf
- cross lingual
- search engine
- text classification
- semantic information