VarCLR: Variable Semantic Representation Pre-training via Contrastive
Learning

VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning

5 December 2021

Edward J. Schwartz

Graham Neubig

Bogdan Vasilescu

Claire Le Goues

Papers citing "VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning"

16 / 16 papers shown

Title
Deep Learning-Based Identification of Inconsistent Method Names: How Far Are We? Taiming Wang Yuxia Zhang Lin Jiang Yi Tang Guangjie Li Hui Liu 83 1 0 22 Jan 2025
STRIDE: Simple Type Recognition In Decompiled Executables Harrison Green Edward J. Schwartz Claire Le Goues Bogdan Vasilescu 49 1 0 03 Jul 2024
Beyond Self-learned Attention: Mitigating Attention Bias in Transformer-based Models Using Attention Guidance Jiri Gesi Iftekhar Ahmed 42 0 0 26 Feb 2024
Contrastive Learning for API Aspect Analysis G. M. Shahariar Tahmid Hasan Anindya Iqbal Gias Uddin 6 0 0 31 Jul 2023
Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-Thought Huaxiaoyue Wang Gonzalo Gonzalez-Pumariega Yash Sharma Sanjiban Choudhury LM&Ro 26 33 0 26 May 2023
Towards Tracing Code Provenance with Code Watermarking Wei Li Borui Yang Yujie Sun Suyu Chen Ziyun Song Liyao Xiang Xinbing Wang Cheng Zhou WaLM 16 6 0 21 May 2023
Is ChatGPT the Ultimate Programming Assistant -- How far is it? Haoye Tian Weiqi Lu T. Li Xunzhu Tang S. Cheung Jacques Klein Tegawende F. Bissyande 19 183 0 24 Apr 2023
A Study of Variable-Role-based Feature Enrichment in Neural Models of Code Aftab Hussain Md Rafiqul Islam Rabin Bowen Xu David Lo Mohammad Amin Alipour 34 3 0 08 Mar 2023
LExecutor: Learning-Guided Execution Beatriz Souza Michael Pradel SILM ELM 27 13 0 05 Feb 2023
Beware of the Unexpected: Bimodal Taint Analysis Yiu Wai Chow Max Schäfer Michael Pradel 10 15 0 25 Jan 2023
CLAWSAT: Towards Both Robust and Accurate Code Models Jinghan Jia Shashank Srikant Tamara Mitrovska Chuang Gan Shiyu Chang Sijia Liu Una-May O’Reilly AAML 10 11 0 21 Nov 2022
A Retrospective on ICSE 2022 Cailin Winston Caleb Winston Chloe N. Winston Claris Winston Cleah Winston 14 0 0 26 Jul 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese S. Hoi SyDa ALM 124 237 0 05 Jul 2022
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 196 853 0 09 Feb 2021
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 43 82 0 05 Apr 2019
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 244 1,275 0 06 Mar 2017