CAT-LM: Training Language Models on Aligned Code And Tests

CAT-LM: Training Language Models on Aligned Code And Tests

2 October 2023

Claire Le Goues

Vincent J. Hellendoorn

Papers citing "CAT-LM: Training Language Models on Aligned Code And Tests"

11 / 11 papers shown

Title
LLM Test Generation via Iterative Hybrid Program Analysis Sijia Gu Noor Nashid Ali Mesbah 37 0 0 17 Mar 2025
Compute Optimal Scaling of Skills: Knowledge vs Reasoning Nicholas Roberts Niladri S. Chatterji Sharan Narang Mike Lewis Dieuwke Hupkes 46 2 0 13 Mar 2025
VALTEST: Automated Validation of Language Model Generated Test Cases Hamed Taherkhani Hadi Hemmati 41 2 0 13 Nov 2024
Evaluating the Ability of Large Language Models to Generate Verifiable Specifications in VeriFast Marilyn Rego Wen Fan Xin Hu Sanya Dod Zhaorui Ni Danning Xie Jenna DiVincenzo Lin Tan LRM 33 1 0 04 Nov 2024
B4: Towards Optimal Assessment of Plausible Code Solutions with Plausible Tests Mouxiang Chen Zhongxin Liu He Tao Yusu Hong David Lo Xin Xia Jianling Sun 27 1 0 13 Sep 2024
LLM-ARC: Enhancing LLMs with an Automated Reasoning Critic Aditya Kalyanpur Kailash Saravanakumar Victor Barres Jennifer Chu-Carroll David O. Melville David Ferrucci LLMAG LRM 19 9 0 25 Jun 2024
UniTSyn: A Large-Scale Dataset Capable of Enhancing the Prowess of Large Language Models for Program Testing Yifeng He Jiabo Huang Yuyang Rong Yiwen Guo Ethan Wang Hao Chen 19 4 0 04 Feb 2024
Your Code Secret Belongs to Me: Neural Code Completion Tools Can Memorize Hard-Coded Credentials Yizhan Huang Yichen Li Weibin Wu Jianping Zhang Michael R. Lyu 18 14 0 14 Sep 2023
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 202 628 0 26 Feb 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 210 1,485 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 196 1,103 0 09 Feb 2021