Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation.
Gauthier GuinetBehrooz Omidvar-TehraniAnoop DeorasLaurent CallotPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- query expansion
- information retrieval
- language modeling
- ad hoc information retrieval
- language models for information retrieval
- context sensitive
- statistical language models
- smoothing methods
- document ranking
- relevance model
- speech recognition
- n gram
- query specific
- probabilistic model
- query terms
- cross language retrieval
- document length
- okapi bm
- relevance assessments
- text retrieval
- language modelling
- vector space model
- retrieval systems
- statistical language modeling
- term dependencies
- relevance judgments
- document level
- passage retrieval
- xml retrieval
- ir models
- retrieval process
- pseudo feedback
- language model for information retrieval
- translation model
- relevance feedback
- retrieval effectiveness
- average precision
- pseudo relevance feedback
- out of vocabulary
- evaluation measures
- vector space
- relevant documents
- information retrieval systems
- automatic speech recognition