Re-Search for The Truth: Multi-round Retrieval-augmented Large Language Models are Strong Fake News Detectors.
Guanghua LiWensheng LuWei ZhangDefu LianKezhong LuRui MaoKai ShuHao LiaoPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- query specific
- query expansion
- document ranking
- test collection
- information retrieval
- language modeling
- document level
- language models for information retrieval
- ad hoc information retrieval
- query generation
- statistical language models
- n gram
- query terms
- probabilistic model
- smoothing methods
- relevance model
- speech recognition
- document length
- semantic search
- retrieval process
- term dependencies
- original query
- cross language retrieval
- language modelling
- user queries
- pseudo relevance feedback
- topic distillation
- passage retrieval
- text retrieval
- query formulation
- retrieval effectiveness
- pseudo feedback
- statistical language modeling
- ir models
- video search
- news articles
- information seeking
- sentence retrieval
- news video
- search tasks
- information retrieval systems
- text mining
- relevance feedback