LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion.
Dongfu JiangXiang RenBill Yuchen LinPublished in: ACL (1) (2023)
Keyphrases
- language model
- pairwise
- document ranking
- smoothing methods
- language modeling
- ad hoc information retrieval
- probabilistic model
- document retrieval
- generative model
- document length
- query specific
- n gram
- query expansion
- relevance model
- retrieval model
- language modeling framework
- pseudo feedback
- ranking functions
- language modelling
- web search
- information retrieval
- ranking algorithm
- context sensitive
- speech recognition
- learning to rank
- similarity measure
- language models for information retrieval
- test collection
- expert finding
- document level
- ranked list
- query terms
- statistical language models
- data fusion
- translation model
- pseudo relevance feedback
- text retrieval
- passage retrieval
- retrieved documents
- expert search
- vector space model
- inter document similarities
- bayesian networks