DiffCoder: Enhancing Large Language Model on API Invocation via Analogical Code Exercises.
Daoguang ZanAilun YuBo ShenBei ChenWei LiYongshun GongXiaolin ChenYafen YaoWeihua LuoBei GuanYan LiuYongji WangQianxiang WangLizhen CuiPublished in: Proc. ACM Softw. Eng. (2024)
Keyphrases
- language model
- source code
- application programming interface
- language modeling
- code snippets
- n gram
- probabilistic model
- document retrieval
- information retrieval
- language modelling
- speech recognition
- query expansion
- web services
- ad hoc information retrieval
- retrieval model
- test collection
- statistical language models
- vector space model
- context sensitive
- mixture model
- pseudo relevance feedback
- query terms
- translation model
- language models for information retrieval
- relevance model
- query specific
- smoothing methods
- machine learning
- document length
- text categorization
- dirichlet prior
- hidden markov models
- language model for information retrieval