Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases.
Yiheng ShuZhiwei YuPublished in: EACL (Student Research Workshop) (2024)
Keyphrases
- language model
- language modeling
- knowledge base
- n gram
- document retrieval
- speech recognition
- retrieval model
- probabilistic model
- test collection
- information retrieval
- mixture model
- context sensitive
- language modelling
- query expansion
- language models for information retrieval
- statistical language models
- relevance model
- document ranking
- document length
- word error rate
- query terms
- ad hoc information retrieval
- translation model
- language modeling approaches
- passage retrieval
- pseudo relevance feedback
- smoothing methods
- vector space model