A Mathematical Abstraction for Balancing the Trade-off Between Creativity and Reality in Large Language Models.
Ritwik SinhaZhao SongTianyi ZhouPublished in: CoRR (2023)
Keyphrases
- language model
- trade off
- language modeling
- information retrieval
- n gram
- probabilistic model
- speech recognition
- document retrieval
- retrieval model
- test collection
- language modelling
- query expansion
- ad hoc information retrieval
- high level
- vector space model
- statistical language models
- document ranking
- pseudo relevance feedback
- translation model
- relevance model
- context sensitive
- query specific
- smoothing methods
- word error rate
- pseudo feedback
- okapi bm
- language models for information retrieval
- document length
- machine learning
- language model for information retrieval