Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow

23 May 2018

Graham Neubig

Papers citing "Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow"

43 / 43 papers shown

Title
Sigma: A dataset for text-to-code semantic parsing with statistical analysis Saleh Almohaimeed Shenyang Liu May Alsofyani Saad Almohaimeed Liqiang Wang 37 0 0 05 Apr 2025
ThrowBench: Benchmarking LLMs by Predicting Runtime Exceptions Julian Aron Prenner Romain Robbes 59 0 0 06 Mar 2025
Pragmatic Reasoning improves LLM Code Generation Zhuchen Cao Sven Apel Adish Singla Vera Demberg LRM 39 0 0 20 Feb 2025
GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models Nizar Islah Justine Gehring Diganta Misra Eilif B. Muller Irina Rish Terry Yue Zhuo Massimo Caccia SyDa 38 1 0 05 Nov 2024
ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages Mehant Kammakomati Sameer Pimparkhede Srikanth G. Tamilselvam Prince Kumar Pushpak Bhattacharyya ALM 40 0 0 03 Jul 2024
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach Yuxuan Wan Chaozheng Wang Yi Dong Wenxuan Wang Shuqing Li Yintong Huo M. Lyu 3DV 73 10 0 24 Jun 2024
PECC: Problem Extraction and Coding Challenges Patrick Haller Jonas Golde Alan Akbik ReLM 32 5 0 29 Apr 2024
Revisiting Code Similarity Evaluation with Abstract Syntax Tree Edit Distance Yewei Song Cedric Lothritz Daniel Tang Tegawende F. Bissyande Jacques Klein 46 9 0 12 Apr 2024
Compositional API Recommendation for Library-Oriented Code Generation Zexiong Ma Shengnan An Bing Xie Zeqi Lin 32 17 0 29 Feb 2024
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 16 32 0 05 Jun 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 32 4 0 22 May 2023
Prompting with Pseudo-Code Instructions Mayank Mishra Prince Kumar Riyaz Ahmad Bhat V. Rudramurthy Danish Contractor Srikanth G. Tamilselvam 42 13 0 19 May 2023
JaCoText: A Pretrained Model for Java Code-Text Generation Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan Walid Dahhane E. Ettifouri 27 3 0 22 Mar 2023
CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code Shuyan Zhou Uri Alon Sumit Agarwal Graham Neubig ELM ALM 29 98 0 10 Feb 2023
JEMMA: An Extensible Java Dataset for ML4Code Applications Anjan Karmakar Miltiadis Allamanis Romain Robbes VLM 21 3 0 18 Dec 2022
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages Yekun Chai Shuohuan Wang Chao Pang Yu Sun Hao Tian Hua-Hong Wu 27 35 0 13 Dec 2022
Execution-based Evaluation for Data Science Code Generation Models Junjie Huang Chenglong Wang Jipeng Zhang Cong Yan Haotian Cui J. Inala Colin B. Clement Nan Duan Jianfeng Gao ELM 30 35 0 17 Nov 2022
Evaluating How Fine-tuning on Bimodal Data Effects Code Generation Gabriel Orlanski Seonhye Yang Michael Healy ALM 21 5 0 15 Nov 2022
CodePAD: Sequence-based Code Generation with Pushdown Automaton Yihong Dong Xue Jiang Yuchen Liu Ge Li Zhi Jin 20 6 0 02 Nov 2022
Multi-lingual Evaluation of Code Generation Models Ben Athiwaratkun Sanjay Krishna Gouda Zijian Wang Xiaopeng Li Yuchen Tian ... Baishakhi Ray Parminder Bhatia Sudipta Sengupta Dan Roth Bing Xiang ELM 112 160 0 26 Oct 2022
Antecedent Predictions Are More Important Than You Think: An Effective Method for Tree-Based Code Generation Yihong Dong Ge Li Xue Jiang Zhi Jin 8 1 0 22 Aug 2022
MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation Federico Cassano John Gouwar Daniel Nguyen S. Nguyen Luna Phipps-Costin ... Carolyn Jane Anderson Molly Q. Feldman Arjun Guha Michael Greenberg Abhinav Jangda ELM 22 81 0 17 Aug 2022
Transformer with Tree-order Encoding for Neural Program Generation Klaudia Thellmann Bernhard Stadler Ricardo Usbeck Jens Lehmann 17 1 0 30 May 2022
CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training Xin Wang Yasheng Wang Yao Wan Jiawei Wang Pingyi Zhou Li Li Hao Wu Jin Liu 21 33 0 04 May 2022
Natural Language to Code Translation with Execution Freda Shi Daniel Fried Marjan Ghazvininejad Luke Zettlemoyer Sida I. Wang 33 123 0 25 Apr 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 25 625 0 12 Apr 2022
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages Zhiruo Wang Grace Cuenca Shuyan Zhou Frank F. Xu Graham Neubig 21 50 0 16 Mar 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective Erfan Al-Hossami Samira Shaikh 26 6 0 10 Feb 2022
AstBERT: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees Rong Liang Tiehu Zhang Y. Lu Yuze Liu Zhengqing Huang Xin Chen 14 3 0 20 Jan 2022
Text Classification for Task-based Source Code Related Questions Sairamvinay Vijayaraghavan Jinxiao Song David A. Tomassi Siddhartha Punj Jailan Sabet 19 0 0 31 Oct 2021
A Survey on Machine Learning Techniques for Source Code Analysis Tushar Sharma M. Kechagia Stefanos Georgiou Rohit Tiwari Indira Vats Hadi Moazen Federica Sarro 25 61 0 18 Oct 2021
Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation Gabriel Orlanski Alex Gittens 29 20 0 08 Jun 2021
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation Hui Jiang Chulun Zhou Fandong Meng Biao Zhang Jie Zhou Degen Huang Qingqiang Wu Jinsong Su 19 20 0 01 Jun 2021
Shellcode_IA32: A Dataset for Automatic Shellcode Generation Pietro Liguori Erfan Al-Hossami Domenico Cotroneo R. Natella B. Cukic Samira Shaikh 32 27 0 27 Apr 2021
Code Generation from Natural Language with Less Prior and More Monolingual Data Sajad Norouzi Keyi Tang Yanshuai Cao 6 19 0 01 Jan 2021
Towards Full-line Code Completion with Neural Language Models Wenhan Wang Sijie Shen Ge Li Zhi Jin 11 16 0 18 Sep 2020
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research Cody Watson Nathan Cooper David Nader-Palacio Kevin Moran Denys Poshyvanyk 26 111 0 14 Sep 2020
A Multi-Perspective Architecture for Semantic Code Search Rajarshi Haldar Lingfei Wu Jinjun Xiong J. Hockenmaier 15 55 0 06 May 2020
Learning to Update Natural Language Comments Based on Code Changes Sheena Panthaplackel Pengyu Nie Miloš Gligorić Junyi Jessy Li Raymond J. Mooney 27 63 0 25 Apr 2020
Learning based Methods for Code Runtime Complexity Prediction Jagriti Sikka K. Satya Yaman Kumar Singla Shagun Uppal R. Shah Roger Zimmermann 14 14 0 04 Nov 2019
JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation R. Agashe R. Campello Arthur Zimek 28 82 0 05 Oct 2019
Program Synthesis and Semantic Parsing with Learned Code Idioms Richard Shin Miltiadis Allamanis Marc Brockschmidt Oleksandr Polozov 11 87 0 26 Jun 2019
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,923 0 17 Aug 2015