Nugget 2D: Dynamic Contextual Compression for Scaling Decoder-only Language Models.
Guanghui QinCorby RossetEthan C. ChauNikhil RaoBenjamin Van DurmePublished in: CoRR (2023)
Keyphrases
- language model
- context sensitive
- language modeling
- n gram
- retrieval model
- document retrieval
- language modelling
- probabilistic model
- query expansion
- information retrieval
- speech recognition
- test collection
- language model for information retrieval
- statistical language models
- relevance model
- vector space model
- passage retrieval
- translation model
- document ranking
- smoothing methods
- image compression
- query terms
- ad hoc information retrieval
- language models for information retrieval
- language modeling approaches
- spoken term detection
- relevance feedback
- context dependent
- text categorization