Zero-Shot Listwise Document Reranking with a Large Language Model.
Xueguang MaXinyu ZhangRonak PradeepJimmy LinPublished in: CoRR (2023)
Keyphrases
- language model
- document retrieval
- learning to rank
- ranking functions
- information retrieval
- document ranking
- ad hoc information retrieval
- pairwise
- language modeling
- document length
- loss function
- query terms
- vector space model
- probabilistic model
- word clouds
- test collection
- retrieval model
- n gram
- query specific
- retrieval systems
- relevance model
- retrieved documents
- document collections
- language modeling framework
- evaluation measures
- query dependent
- information retrieval systems
- query expansion
- smoothing methods
- ranking algorithm
- pseudo relevance feedback
- relevance judgments
- text retrieval
- retrieval strategies
- tf idf
- ranked list
- web documents
- inter document similarities
- keywords
- document clustering
- relevant documents
- visual features