Ranking Large Language Models without Ground Truth.
Amit DhurandharRahul NairMoninder SinghElizabeth DalyKarthikeyan Natesan RamamurthyPublished in: CoRR (2024)
Keyphrases
- language model
- ground truth
- document ranking
- ad hoc information retrieval
- smoothing methods
- language modeling
- document retrieval
- n gram
- query specific
- document length
- language modelling
- query expansion
- relevance model
- speech recognition
- test collection
- retrieval model
- language models for information retrieval
- probabilistic model
- pseudo feedback
- statistical language models
- information retrieval
- ranking functions
- learning to rank
- pseudo relevance feedback
- context sensitive
- ranking algorithm
- expert finding
- document level
- language model for information retrieval
- relevant documents
- query terms
- web search
- vector space model
- cross lingual
- inter document similarities
- expert search
- co occurrence
- document collections
- evaluation metrics
- passage retrieval
- retrieved documents
- ranked list