A systematic evaluation of large language models of code.
Frank F. XuUri AlonGraham NeubigVincent Josua HellendoornPublished in: MAPS@PLDI (2022)
Keyphrases
- language model
- systematic evaluation
- language modeling
- comprehensive evaluation
- n gram
- experimental evaluation
- probabilistic model
- document retrieval
- query expansion
- test collection
- information retrieval
- retrieval model
- language modelling
- statistical language models
- biomedical text
- automatic query expansion
- vector space model
- pseudo relevance feedback
- query terms
- language models for information retrieval
- context sensitive
- smoothing methods
- retrieved documents
- document ranking
- average precision
- document representation
- machine learning
- bayesian networks