Investigating the Performance of Language Models for Completing Code in Functional Programming Languages: a Haskell Case Study.
Tim van DamFrank van der HeijdenPhilippe de BekkerBerend NieuwschepenMarc OttenMaliheh IzadiPublished in: CoRR (2024)
Keyphrases
- language model
- programming language
- case study
- functional language
- program code
- programming tool
- language modeling
- functional programming
- general purpose
- document retrieval
- probabilistic model
- information retrieval
- n gram
- high level
- object oriented
- speech recognition
- domain specific languages
- query expansion
- retrieval model
- programs written
- language modelling
- programming environment
- test collection
- strongly typed
- statistical language models
- database languages
- software engineering
- denotational semantics
- relevance model
- smoothing methods
- source code
- data abstraction
- lambda calculus
- object oriented programming
- language models for information retrieval
- specification language
- software development
- data model
- error rate
- open source
- artificial intelligence