ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models.
Jierui LiVipul RahejaDhruv KumarPublished in: NAACL-HLT (2024)
Keyphrases
- language model
- document retrieval
- ad hoc information retrieval
- document ranking
- information retrieval
- query terms
- vector space model
- language modeling
- document representation
- document level
- statistical language models
- language modeling approaches
- relevance model
- n gram
- probabilistic model
- language modelling
- test collection
- document length
- retrieval model
- speech recognition
- passage retrieval
- query expansion
- term dependencies
- relevant documents
- query specific
- pseudo feedback
- smoothing methods
- document collections
- information retrieval systems
- ir models
- probabilistic retrieval models
- retrieved documents
- pseudo relevance feedback
- ad hoc retrieval
- context sensitive
- language modeling framework
- multiword
- expert finding
- inter document similarities
- translation model
- expert search
- cross lingual
- ranked list
- text documents
- retrieval systems
- language models for information retrieval
- average precision
- relevance assessments
- bag of words
- question answering
- web documents
- text mining
- keywords