Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models.
Xinyu ZhangSebastian HofstätterPatrick LewisRaphael TangJimmy LinPublished in: CoRR (2023)
Keyphrases
- language model
- open source
- learning to rank
- document retrieval
- pairwise
- language modeling
- information retrieval
- loss function
- n gram
- test collection
- probabilistic model
- ranking models
- ranking functions
- language modelling
- ranking algorithm
- retrieval model
- query expansion
- evaluation measures
- statistical language models
- vector space model
- query terms
- smoothing methods
- language models for information retrieval
- learning to rank algorithms
- pseudo relevance feedback
- relevance model
- document ranking
- query dependent
- ranked list
- scoring function
- evaluation metrics
- ranking svm
- web search
- information extraction
- digital libraries
- search engine