Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models.
Alireza SalemiHamed ZamaniPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document ranking
- information retrieval
- ad hoc information retrieval
- retrieval functions
- document retrieval
- search engine
- document length
- smoothing methods
- language modeling
- trec test collections
- test collection
- relevance model
- language models for information retrieval
- n gram
- query specific
- query expansion
- retrieval systems
- statistical language models
- web search
- pseudo feedback
- ranking functions
- query terms
- retrieval effectiveness
- learning to rank
- information retrieval systems
- language modelling
- document level
- inter document similarities
- probabilistic model
- retrieval framework
- term proximity
- expert search
- term dependencies
- expert finding
- pseudo relevance feedback
- query logs
- relevance feedback
- term weights
- okapi bm
- average precision
- term weighting
- retrieval accuracy
- ranking algorithm
- text retrieval