Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents.
Weiwei SunLingyong YanXinyu MaShuaiqiang WangPengjie RenZhumin ChenDawei YinZhaochun RenPublished in: EMNLP (2023)
Keyphrases
- language model
- document ranking
- query specific
- language modeling
- smoothing methods
- document retrieval
- information retrieval
- speech recognition
- n gram
- language modelling
- probabilistic model
- document level
- relevance model
- retrieval model
- query expansion
- ad hoc information retrieval
- language models for information retrieval
- document length
- pseudo feedback
- statistical language models
- translation model
- federated search
- word clouds
- context sensitive
- ranking algorithm
- test collection
- expert finding
- learning to rank
- web search
- relevance scores
- original query
- retrieved documents
- search queries
- query topic
- text retrieval
- ranking functions
- query terms