RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models.
Ronak PradeepSahel SharifymoghaddamJimmy LinPublished in: CoRR (2023)
Keyphrases
- machine learning
- language model
- learning to rank
- document retrieval
- information retrieval
- ranking functions
- document ranking
- pairwise
- document length
- language modeling
- ad hoc information retrieval
- query terms
- document level
- vector space model
- loss function
- n gram
- test collection
- retrieval systems
- retrieval model
- passage retrieval
- probabilistic model
- query expansion
- relevant documents
- query specific
- ranking algorithm
- evaluation measures
- language modeling framework
- document collections
- relevance model
- retrieved documents
- query dependent
- smoothing methods
- information extraction
- reinforcement learning
- text mining
- retrieval effectiveness
- text retrieval
- text classification
- okapi bm
- information retrieval systems
- relevance judgments
- pseudo relevance feedback
- document clustering
- web documents
- average precision
- video search
- keywords
- document structure
- recommender systems
- language models for information retrieval