RAG Meets Detox: Enhancing Text Detoxification Using Open Large Language Models with Retrieval Augmented Generation.
Erik RehulkaMarek SuppaPublished in: CLEF (Working Notes) (2024)
Keyphrases
- language model
- information retrieval
- retrieval model
- document retrieval
- text retrieval
- document level
- language modeling
- test collection
- query expansion
- language models for information retrieval
- ad hoc information retrieval
- statistical language models
- improve retrieval effectiveness
- smoothing methods
- n gram
- query terms
- relevance model
- probabilistic model
- speech recognition
- document ranking
- document length
- passage retrieval
- cross language retrieval
- language modelling
- query specific
- vector space model
- retrieval effectiveness
- text mining
- information retrieval systems
- retrieval systems
- multiword
- ir models
- term dependencies
- expert finding
- translation model
- document analysis
- okapi bm
- out of vocabulary
- web documents
- average precision
- statistical language modeling
- news video
- sentence level
- retrieval accuracy
- pseudo relevance feedback
- pseudo feedback
- question answering
- inter document similarities
- cross language