Latent Predictor Networks for Code Generation

22 March 2016

Papers citing "Latent Predictor Networks for Code Generation"

50 / 72 papers shown

Title
Rethinking Repetition Problems of LLMs in Code Generation Yihong Dong Yuchen Liu Xue Jiang Zhi Jin Ge Li 24 0 0 15 May 2025
Sigma: A dataset for text-to-code semantic parsing with statistical analysis Saleh Almohaimeed Shenyang Liu May Alsofyani Saad Almohaimeed Liqiang Wang 39 0 0 05 Apr 2025
Pragmatic Reasoning improves LLM Code Generation Zhuchen Cao Sven Apel Adish Singla Vera Demberg LRM 42 0 0 20 Feb 2025
Exploring Code Language Models for Automated HLS-based Hardware Generation: Benchmark, Infrastructure and Analysis Jiahao Gai Chen Zhican Wang Hongyu Zhou Wanru Zhao Nicholas D. Lane Hongxiang Fan 54 1 0 19 Feb 2025
Rocks Coding, Not Development--A Human-Centric, Experimental Evaluation of LLM-Supported SE Tasks Wei Wang Huilong Ning Gaowei Zhang Libo Liu Yi Wang 34 11 0 08 Feb 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 45 21 0 30 Dec 2023
Natural Language Processing for Requirements Formalization: How to Derive New Approaches? Viju Sudhi Libin Kutty Robin Gröpler 21 4 0 23 Sep 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 32 4 0 22 May 2023
Think Outside the Code: Brainstorming Boosts Large Language Models in Code Generation Xinyu Li Jiang-Tian Xue Zheng Xie Ming Li LRM 24 27 0 18 May 2023
KNOD: Domain Knowledge Distilled Tree Decoder for Automated Program Repair Nan Jiang Thibaud Lutellier Yiling Lou Lin Tan Dan Goldwasser Xinming Zhang 27 44 0 03 Feb 2023
Who Evaluates the Evaluators? On Automatic Metrics for Assessing AI-based Offensive Code Generators Pietro Liguori Cristina Improta R. Natella B. Cukic Domenico Cotroneo ELM 36 16 0 12 Dec 2022
UI Layers Group Detector: Grouping UI Layers via Text Fusion and Box Attention Shuhong Xiao Tingting Zhou Yunnong Chen Dengming Zhang Liuqing Chen Lingyun Sun Shiyu Yue 21 4 0 07 Dec 2022
Coder Reviewer Reranking for Code Generation Tianyi Zhang Tao Yu Tatsunori B. Hashimoto M. Lewis Wen-tau Yih Daniel Fried Sida I. Wang 44 93 0 29 Nov 2022
CodePAD: Sequence-based Code Generation with Pushdown Automaton Yihong Dong Xue Jiang Yuchen Liu Ge Li Zhi Jin 28 6 0 02 Nov 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 18 1 0 22 Aug 2022
Transformer with Tree-order Encoding for Neural Program Generation Klaudia Thellmann Bernhard Stadler Ricardo Usbeck Jens Lehmann 27 1 0 30 May 2022
Leveraging Causal Inference for Explainable Automatic Program Repair Jianzong Wang Shijing Si Z. Zhu Xiaoyang Qu Zhenhou Hong Jing Xiao 27 3 0 26 May 2022
Natural Language to Code Translation with Execution Freda Shi Daniel Fried Marjan Ghazvininejad Luke Zettlemoyer Sida I. Wang 38 124 0 25 Apr 2022
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages Zhiruo Wang Grace Cuenca Shuyan Zhou Frank F. Xu Graham Neubig 29 50 0 16 Mar 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective Erfan Al-Hossami Samira Shaikh 32 6 0 10 Feb 2022
Competition-Level Code Generation with AlphaCode Yujia Li David Choi Junyoung Chung Nate Kushman Julian Schrittwieser ... Esme Sutherland Robson Pushmeet Kohli Nando de Koray Kavukcuoglu Oriol Vinyals 26 1,313 0 08 Feb 2022
Neural Program Generation Modulo Static Analysis Rohan Mukherjee Yeming Wen Dipak Chaudhari Thomas W. Reps Swarat Chaudhuri C. Jermaine 32 24 0 26 Oct 2021
Sequence-to-Sequence Learning with Latent Neural Grammars Yoon Kim 33 40 0 02 Sep 2021
CGEMs: A Metric Model for Automatic Code Generation using GPT-3 Aishwarya Narasimhan Krishna Prasad Agara Venkatesha Rao Veena M B B M S College of Engineering 29 18 0 23 Aug 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 83 5,135 0 07 Jul 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 21 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 34 27 0 27 Apr 2021
Toward Code Generation: A Survey and Lessons from Semantic Parsing Celine Lee Justin Emile Gottschlich Dan Roth Intel Labs 3DV 33 15 0 26 Apr 2021
Code Generation from Natural Language with Less Prior and More Monolingual Data Sajad Norouzi Keyi Tang Yanshuai Cao 20 19 0 01 Jan 2021
Iterative Utterance Segmentation for Neural Semantic Parsing Yinuo Guo Zeqi Lin Jian-Guang Lou Dongmei Zhang 44 3 0 13 Dec 2020
ReAssert: Deep Learning for Assert Generation Robert White J. Krinke 34 14 0 19 Nov 2020
Copy that! Editing Sequences by Copying Spans Sheena Panthaplackel Miltiadis Allamanis Marc Brockschmidt BDL 21 28 0 08 Jun 2020
TreeGen: A Tree-Based Transformer Architecture for Code Generation Zeyu Sun Qihao Zhu Yingfei Xiong Yican Sun Lili Mou Lu Zhang 25 173 0 22 Nov 2019
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base Tao Shen Xiubo Geng Tao Qin Daya Guo Duyu Tang Nan Duan Guodong Long Daxin Jiang 33 81 0 11 Oct 2019
JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation R. Agashe R. Campello Arthur Zimek 36 83 0 05 Oct 2019
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Hamel Husain Hongqiu Wu Tiferet Gazit Miltiadis Allamanis Marc Brockschmidt ELM 81 1,050 0 20 Sep 2019
Program Synthesis and Semantic Parsing with Learned Code Idioms Richard Shin Miltiadis Allamanis Marc Brockschmidt Oleksandr Polozov 24 87 0 26 Jun 2019
Learning Programmatic Idioms for Scalable Semantic Parsing Srini Iyer Alvin Cheung Luke Zettlemoyer 35 44 0 19 Apr 2019
Neural Networks for Modeling Source Code Edits Rui Zhao David Bieber Kevin Swersky Daniel Tarlow 19 12 0 04 Apr 2019
A Retrieve-and-Edit Framework for Predicting Structured Outputs Tatsunori B. Hashimoto Kelvin Guu Yonatan Oren Percy Liang BDL KELM 36 174 0 04 Dec 2018
Learning to Discover, Ground and Use Words with Segmental Neural Language Models Kazuya Kawakami Chris Dyer Phil Blunsom VLM 15 11 0 23 Nov 2018
Improving Automatic Source Code Summarization via Deep Reinforcement Learning Yao Wan Zhou Zhao Min Yang Guandong Xu Haochao Ying Jian Wu Philip S. Yu 30 382 0 17 Nov 2018
Neural Networks Models for Analyzing Magic: the Gathering Cards Felipe Zilio Marcelo O. R. Prates Luís C. Lamb 18 7 0 08 Oct 2018
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation Pengcheng Yin Graham Neubig MU 29 228 0 05 Oct 2018
Retrieval-Based Neural Code Generation Shirley Anugrah Hayati R. Olivier Pravalika Avvaru Pengcheng Yin A. Tomasic Graham Neubig 134 110 0 29 Aug 2018
Multi-Source Pointer Network for Product Title Summarization Fei Sun Peng Jiang Hanxiao Sun Changhua Pei Wenwu Ou Xiaobo Wang 29 47 0 21 Aug 2018
NAPS: Natural Program Synthesis Dataset Maksym Zavershynskyi Alexander Skidanov Illia Polosukhin ReCod 22 36 0 06 Jul 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 33 102 0 20 Jun 2018
VirtualHome: Simulating Household Activities via Programs Xavier Puig K. Ra Marko Boben Jiaman Li Tingwu Wang Sanja Fidler Antonio Torralba LM&Ro 30 477 0 19 Jun 2018