A Grammar-Based Structural CNN Decoder for Code Generation

14 November 2018

Papers citing "A Grammar-Based Structural CNN Decoder for Code Generation"

39 / 39 papers shown

Title
Rethinking Repetition Problems of LLMs in Code GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yihong Dong Yuchen Liu Xue Jiang Zhi Jin Ge Li 225 4 0 15 May 2025
Speculative Decoding for Verilog: Speed and Quality, All in OneDesign Automation Conference (DAC), 2025 Changran Xu Yi Liu Yunhao Zhou Shan Huang Ningyi Xu Qiang Xu 173 1 0 18 Mar 2025
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs?Annual Meeting of the Association for Computational Linguistics (ACL), 2025 Qingyuan Liang Zhao Zhang Zeyu Sun Zheng Lin Qi Luo ... Bin Chen Haotian Zhang Jun Liu Haotian Zhang Y. Xiong 186 9 0 07 Mar 2025
Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey Yang Gu Hengyu You Jian Cao Muran Yu Haoran Fan Shiyou Qian LM&MA AI4CE 392 9 0 11 Nov 2024
On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation Atharva Naik 219 8 0 26 Apr 2024
Exploring Data-Efficient Adaptation of Large Language Models for Code Generation Xue Jiang Yihong Dong Zhi Jin Ge Li Wenpin Jiao Ge Li VLM 324 6 0 29 Feb 2024
Structured Code Representations Enable Data-Efficient Adaptation of Code Language Models Mayank Agarwal Songlin Yang Bailin Wang Yoon Kim Jie Chen 192 7 0 19 Jan 2024
Deep Learning for Code Intelligence: Survey, Benchmark and ToolkitACM Computing Surveys (ACM Comput. Surv.), 2023 Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 276 42 0 30 Dec 2023
Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach Zhenlan Ji Pingchuan Ma Zongjie Li Shuai Wang 238 24 0 10 Oct 2023
Modularizing while Training: A New Paradigm for Modularizing DNN ModelsInternational Conference on Software Engineering (ICSE), 2023 Binhang Qi Hailong Sun Hongyu Zhang Ruobing Zhao Yantao Du MoMe 173 4 0 15 Jun 2023
Multi-Granularity Detector for Vulnerability FixesIEEE Transactions on Software Engineering (TSE), 2023 Truong-Giang Nguyen Thanh Le-Cong Hong Jin Kang Ratnadira Widyasari Chengran Yang ... Jiayuan Zhou Xin Xia A. Hassan X. Le David Lo 162 29 0 23 May 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 328 7 0 22 May 2023
Judging Adam: Studying the Performance of Optimization Methods on ML4SE Tasks D. Pasechnyuk Anton Prazdnichnykh Mikhail Evtikhiev T. Bryksin 214 1 0 06 Mar 2023
Large Language Models Meet NL2Code: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Daoguang Zan B. Chen Fengji Zhang Di Lu Bingchao Wu Bei Guan Yongji Wang Jian-Guang Lou ELM ALM 237 232 0 19 Dec 2022
CodePAD: Sequence-based Code Generation with Pushdown Automaton Yihong Dong Xue Jiang Yuchen Liu Ge Li Zhi Jin 433 9 0 02 Nov 2022
NeuDep: Neural Binary Memory Dependence Analysis Kexin Pei Dongdong She Michael Wang Scott Geng Zhou Xuan Yaniv David Junfeng Yang Suman Jana Baishakhi Ray 209 7 0 04 Oct 2022
T5QL: Taming language models for SQL generationIEEE Games Entertainment Media Conference (GEM), 2022 Samuel Arcadinho David Oliveira Aparício Hugo Veiga António Alegria 239 7 0 21 Sep 2022
Incorporating Domain Knowledge through Task Augmentation for Front-End JavaScript Code Generation Sijie Shen Xiangrong Zhu Yihong Dong Qi Guo Yankun Zhen Ge Li ViT 193 36 0 22 Aug 2022
Antecedent Predictions Are More Important Than You Think: An Effective Method for Tree-Based Code GenerationEuropean Conference on Artificial Intelligence (ECAI), 2022 Yihong Dong Ge Li Xue Jiang Zhi Jin 233 3 0 22 Aug 2022
Out of the BLEU: how should we assess quality of the Code Generation models?Journal of Systems and Software (JSS), 2022 Mikhail Evtikhiev Egor Bogomolov Yaroslav Sokolov T. Bryksin ALM 296 140 0 05 Aug 2022
CERT: Continual Pre-Training on Sketches for Library-Oriented Code GenerationInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Daoguang Zan Bei Chen Dejian Yang Zeqi Lin Minsu Kim Bei Guan Yongji Wang Weizhu Chen Jian-Guang Lou 179 150 0 14 Jun 2022
Transformer with Tree-order Encoding for Neural Program Generation Klaudia Thellmann Bernhard Stadler Ricardo Usbeck Jens Lehmann 208 2 0 30 May 2022
Learning to Parallelize in a Shared-Memory Environment with TransformersACM SIGPLAN Symposium on Principles & Practice of Parallel Programming (PPoPP), 2022 Reém Harel Yuval Pinter Gal Oren 235 20 0 27 Apr 2022
Combining Improvements for Exploiting Dependency Trees in Neural Semantic ParsingPacific Rim International Conference on Artificial Intelligence (PRICAI), 2021 Defeng Xie Jianmin Ji Jiafei Xu Ran Ji 118 2 0 25 Dec 2021
A Syntax-Guided Edit Decoder for Neural Program Repair Qihao Zhu Zeyu Sun Yuan-an Xiao Wenjie Zhang Kang Yuan Y. Xiong Jun Liu KELM 365 262 0 15 Jun 2021
A Globally Normalized Neural Model for Semantic Parsing Chenyang Huang Wei Yang Yanshuai Cao Osmar Zaïane Lili Mou 127 3 0 07 Jun 2021
Exploring Dynamic Selection of Branch Expansion Orders for Code GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Hui Jiang Chulun Zhou Fandong Meng Biao Zhang Jie Zhou Degen Huang Qingqiang Wu Jinsong Su 119 23 0 01 Jun 2021
Improving Tree-Structured Decoder Training for Code Generation via Mutual LearningAAAI Conference on Artificial Intelligence (AAAI), 2021 Binbin Xie Jinsong Su Yubin Ge Xiang-Yang Li Jianwei Cui Junfeng Yao Bin Wang 123 30 0 31 May 2021
Embedding API Dependency Graph for Neural Code GenerationEmpirical Software Engineering (EMSE), 2021 Chen Lyu Ruyun Wang Hongyu Zhang Hanwen Zhang Songlin Hu GNN 95 20 0 29 Mar 2021
Auto-COP: Adaptation Generation in Context-Oriented Programming using Reinforcement Learning OptionsInformation and Software Technology (Inf. Softw. Technol.), 2021 Nicolás Cardozo Ivana Dusparic TTA 98 5 0 11 Mar 2021
Automatic Code Generation using Pre-Trained Language Models Luis Perez Lizi Ottens Sudharshan Viswanathan SyDa ALM 110 26 0 21 Feb 2021
Holistic Combination of Structural and Textual Code Information for Context based API Recommendation Chi Chen Xin Peng Zhenchang Xing Jun Sun Xin Wang Yifan Zhao Wenyun Zhao 110 37 0 15 Oct 2020
A Systematic Literature Review on the Use of Deep Learning in Software Engineering ResearchACM Transactions on Software Engineering and Methodology (TOSEM), 2020 Cody Watson Nathan Cooper David Nader-Palacio Kevin Moran Denys Poshyvanyk 270 138 0 14 Sep 2020
OCoR: An Overlapping-Aware Code RetrieverInternational Conference on Automated Software Engineering (ASE), 2020 Qihao Zhu Zeyu Sun Xiran Liang Yingfei Xiong Jun Liu 196 39 0 12 Aug 2020
Deep Learning for Source Code Modeling and Generation: Models, Applications and ChallengesACM Computing Surveys (ACM CSUR), 2020 T. H. Le Hao Chen Muhammad Ali Babar VLM 249 171 0 13 Feb 2020
TreeGen: A Tree-Based Transformer Architecture for Code GenerationAAAI Conference on Artificial Intelligence (AAAI), 2019 Zeyu Sun Qihao Zhu Yingfei Xiong Yican Sun Lili Mou Jun Liu 307 191 0 22 Nov 2019
Learning based Methods for Code Runtime Complexity PredictionEuropean Conference on Information Retrieval (ECIR), 2019 Jagriti Sikka K. Satya Yaman Kumar Singla Shagun Uppal R. Shah Roger Zimmermann 139 18 0 04 Nov 2019
Code Generation as a Dual Task of Code SummarizationNeural Information Processing Systems (NeurIPS), 2019 Bolin Wei Ge Li Xin Xia Zhiyi Fu Zhi Jin 197 236 0 14 Oct 2019
Program Synthesis and Semantic Parsing with Learned Code IdiomsNeural Information Processing Systems (NeurIPS), 2019 Richard Shin Miltiadis Allamanis Marc Brockschmidt Oleksandr Polozov 277 91 0 26 Jun 2019