On the Impact of Language Selection for Training and Evaluating Programming Language Models

25 August 2023

Papers citing "On the Impact of Language Selection for Training and Evaluating Programming Language Models"

9 / 9 papers shown

Title
A Transformer-Based Approach for Smart Invocation of Automatic Code Completion Aral de Moor A. van Deursen M. Izadi VLM 39 5 0 23 May 2024
Investigating the Performance of Language Models for Completing Code in Functional Programming Languages: a Haskell Case Study Tim van Dam Frank van der Heijden Philippe de Bekker Berend Nieuwschepen Marc Otten M. Izadi 49 5 0 22 Mar 2024
Language Models for Code Completion: A Practical Evaluation M. Izadi J. Katzy Tim van Dam Marc Otten R. Popescu A. van Deursen ALM ELM 47 22 0 25 Feb 2024
Knowledge Transfer from High-Resource to Low-Resource Programming Languages for Code LLMs Federico Cassano John Gouwar Francesca Lucchetti Claire Schlesinger Anders Freeman Carolyn Jane Anderson Molly Q. Feldman Michael Greenberg Abhinav Jangda Arjun Guha 31 31 0 19 Aug 2023
Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries Ali Al-Kaswan Toufique Ahmed M. Izadi A. Sawant Prem Devanbu A. van Deursen SyDa 98 32 0 04 Jan 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 339 12,003 0 04 Mar 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 204 631 0 26 Feb 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Chenyu You Guosheng Lin 243 1,492 0 02 Sep 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 201 1,109 0 09 Feb 2021