Abstract Syntax Networks for Code Generation and Semantic Parsing

25 April 2017

Papers citing "Abstract Syntax Networks for Code Generation and Semantic Parsing"

50 / 54 papers shown

Title
Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models M. Wong C. Tan ALM 83 4 0 19 Mar 2025
Pragmatic Reasoning improves LLM Code Generation Zhuchen Cao Sven Apel Adish Singla Vera Demberg LRM 42 0 0 20 Feb 2025
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging Md. Ashraful Islam Mohammed Eunus Ali Md. Rizwan Parvez LLMAG 68 2 0 08 Feb 2025
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Daehwan Nam Gary Geunbae Lee 38 0 0 01 Oct 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 32 20 0 30 Dec 2023
Natural Language Processing for Requirements Formalization: How to Derive New Approaches? Viju Sudhi Libin Kutty Robin Gröpler 13 4 0 23 Sep 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 40 41 0 01 Aug 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 32 4 0 22 May 2023
JaCoText: A Pretrained Model for Java Code-Text Generation Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan Walid Dahhane E. Ettifouri 29 3 0 22 Mar 2023
Execution-based Code Generation using Deep Reinforcement Learning Parshin Shojaee Aneesh Jain Sindhu Tipirneni Chandan K. Reddy 23 51 0 31 Jan 2023
Toward a Neural Semantic Parsing System for EHR Question Answering Sarvesh Soni Kirk Roberts 21 2 0 08 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
Antecedent Predictions Are More Important Than You Think: An Effective Method for Tree-Based Code Generation Yihong Dong Ge Li Xue Jiang Zhi Jin 10 1 0 22 Aug 2022
StructCoder: Structure-Aware Transformer for Code Generation Sindhu Tipirneni Ming Zhu Chandan K. Reddy 30 55 0 10 Jun 2022
Transformer with Tree-order Encoding for Neural Program Generation Klaudia Thellmann Bernhard Stadler Ricardo Usbeck Jens Lehmann 17 1 0 30 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
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
Compilable Neural Code Generation with Compiler Feedback Xin Wang Yasheng Wang Yao Wan Fei Mi Yitong Li Pingyi Zhou Jin Liu Hao Wu Xin Jiang Qun Liu 23 66 0 10 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
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering Xi Ye Semih Yavuz Kazuma Hashimoto Yingbo Zhou Caiming Xiong 146 138 0 17 Sep 2021
Procedures as Programs: Hierarchical Control of Situated Agents through Natural Language Shuyan Zhou Pengcheng Yin Graham Neubig LM&Ro 14 1 0 16 Sep 2021
Sequence-to-Sequence Learning with Latent Neural Grammars Yoon Kim 33 40 0 02 Sep 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
How could Neural Networks understand Programs? Dinglan Peng Shuxin Zheng Yatao Li Guolin Ke Di He Tie-Yan Liu NAI 18 61 0 10 May 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 20 15 0 26 Apr 2021
Learning Structural Edits via Incremental Tree Transformations Ziyu Yao Frank F. Xu Pengcheng Yin Huan Sun Graham Neubig CLL 146 27 0 28 Jan 2021
Iterative Utterance Segmentation for Neural Semantic Parsing Yinuo Guo Zeqi Lin Jian-Guang Lou Dongmei Zhang 32 3 0 13 Dec 2020
Learning to Represent Programs with Heterogeneous Graphs Kechi Zhang Wenhan Wang Huangzhao Zhang Ge Li Zhi Jin GNN 21 63 0 08 Dec 2020
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 138 150 0 23 Oct 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries Tianze Shi Chen Zhao Jordan L. Boyd-Graber Hal Daumé Lillian Lee 24 78 0 21 Oct 2020
Improving Compositional Generalization in Semantic Parsing I. Oren Jonathan Herzig Nitish Gupta Matt Gardner Jonathan Berant 21 63 0 12 Oct 2020
Towards Full-line Code Completion with Neural Language Models Wenhan Wang Sijie Shen Ge Li Zhi Jin 19 16 0 18 Sep 2020
GraphCodeBERT: Pre-training Code Representations with Data Flow Daya Guo Shuo Ren Shuai Lu Zhangyin Feng Duyu Tang ... Dawn Drain Neel Sundaresan Jian Yin Daxin Jiang M. Zhou 56 1,094 0 17 Sep 2020
Unsupervised Translation of Programming Languages Marie-Anne Lachaux Baptiste Roziere L. Chanussot Guillaume Lample 34 408 0 05 Jun 2020
TreeGen: A Tree-Based Transformer Architecture for Code Generation Zeyu Sun Qihao Zhu Yingfei Xiong Yican Sun Lili Mou Lu Zhang 17 173 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 25 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 28 83 0 05 Oct 2019
IR2Vec: LLVM IR based Scalable Program Embeddings Venkata Keerthy Rohit Aggarwal Shalini Jain Maunendra Sankar Ramakrishna Upadrasta Desarkar 16 10 0 13 Sep 2019
Tree-Transformer: A Transformer-Based Method for Correction of Tree-Structured Data Jacob A. Harer Christopher P. Reale Peter Chin 19 44 0 01 Aug 2019
Learning Programmatic Idioms for Scalable Semantic Parsing Srini Iyer Alvin Cheung Luke Zettlemoyer 25 44 0 19 Apr 2019
CodeGRU: Context-aware Deep Learning with Gated Recurrent Unit for Source Code Modeling Yasir Hussain Zhiqiu Huang Yu Zhou Senzhang Wang 13 32 0 03 Mar 2019
A Retrieve-and-Edit Framework for Predicting Structured Outputs Tatsunori B. Hashimoto Kelvin Guu Yonatan Oren Percy Liang BDL KELM 28 174 0 04 Dec 2018
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task Tao Yu Michihiro Yasunaga Kai-Chou Yang Rui Zhang Dongxu Wang Zifan Li Dragomir R. Radev 15 185 0 11 Oct 2018
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation Pengcheng Yin Graham Neubig MU 18 229 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
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 28 102 0 20 Jun 2018
Generative Code Modeling with Graphs Marc Brockschmidt Miltiadis Allamanis Alexander L. Gaunt Oleksandr Polozov 32 178 0 22 May 2018
Confidence Modeling for Neural Semantic Parsing Li Dong Chris Quirk Mirella Lapata 21 82 0 11 May 2018