Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agent.
Weiwei SunLingyong YanXinyu MaPengjie RenDawei YinZhaochun RenPublished in: CoRR (2023)
Keyphrases
- language model
- document ranking
- query specific
- language modeling
- document retrieval
- smoothing methods
- language modelling
- n gram
- probabilistic model
- ad hoc information retrieval
- query expansion
- retrieval model
- test collection
- document level
- word clouds
- speech recognition
- language models for information retrieval
- statistical language models
- relevance model
- pseudo feedback
- vector space model
- information retrieval
- pseudo relevance feedback
- ranking functions
- query terms
- expert search
- context sensitive
- document length
- learning to rank
- user queries
- translation model
- federated search
- retrieved documents
- information seeking
- retrieval effectiveness
- language model for information retrieval