The Devil is in the Tails: How Long-Tailed Code Distributions Impact Large Language Models.
Xin ZhouKisub KimBowen XuJiakun LiuDongGyun HanDavid LoPublished in: CoRR (2023)
Keyphrases
- language model
- heavy tails
- heavy tailed
- language modeling
- document retrieval
- probabilistic model
- information retrieval
- gaussian distribution
- n gram
- retrieval model
- query expansion
- language modelling
- speech recognition
- language models for information retrieval
- generalized gaussian
- mixture model
- statistical language models
- query terms
- smoothing methods
- ad hoc information retrieval
- context sensitive
- vector space model
- relevance model
- document ranking
- language model for information retrieval
- query specific
- pseudo relevance feedback
- test collection
- probability distribution
- bayesian networks
- translation model
- prior distribution
- text classification