TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation

5 October 2018

Graham Neubig

Papers citing "TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation"

37 / 37 papers shown

Title
Valid Text-to-SQL Generation with Unification-based DeepStochLog Ying Jiao Luc de Raedt G. Marra NAI 40 2 0 17 Mar 2025
UniGenCoder: Merging Seq2Seq and Seq2Tree Paradigms for Unified Code Generation Liangying Shao Yanfu Yan Denys Poshyvanyk Jinsong Su 41 1 0 18 Feb 2025
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation Meher Bhardwaj Hrishikesh Ethari Dennis Singh Moirangthem AI4TS 77 0 0 28 Nov 2024
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Daehwan Nam Gary Geunbae Lee 38 0 0 01 Oct 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 37 66 0 27 Feb 2024
InfeRE: Step-by-Step Regex Generation via Chain of Inference Shuai Zhang Xiaodong Gu Yuting Chen Beijun Shen 18 5 0 08 Aug 2023
Evaluating How Fine-tuning on Bimodal Data Effects Code Generation Gabriel Orlanski Seonhye Yang Michael Healy ALM 21 5 0 15 Nov 2022
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
Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables Jian Gu H. Gall 19 0 0 04 Sep 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
Transformer with Tree-order Encoding for Neural Program Generation Klaudia Thellmann Bernhard Stadler Ricardo Usbeck Jens Lehmann 19 1 0 30 May 2022
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages Zhiruo Wang Grace Cuenca Shuyan Zhou Frank F. Xu Graham Neubig 26 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
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 28 297 0 16 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
The Power of Prompt Tuning for Low-Resource Semantic Parsing Nathan Schucher Siva Reddy H. D. Vries VLM 111 36 0 16 Oct 2021
Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions Naihao Deng Shuaichen Chang Peng Shi Tao Yu Rui Zhang LMTD 32 4 0 15 Sep 2021
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers Zhuang Li Lizhen Qu Gholamreza Haffari CLL 32 15 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 154 374 0 10 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
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 148 27 0 28 Jan 2021
Code Generation from Natural Language with Less Prior and More Monolingual Data Sajad Norouzi Keyi Tang Yanshuai Cao 12 19 0 01 Jan 2021
Optimizing Deeper Transformers on Small Datasets Peng-Tao Xu Dhruv Kumar Wei Yang Wenjie Zi Keyi Tang Chenyang Huang Jackie C.K. Cheung S. Prince Yanshuai Cao AI4CE 16 68 0 30 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
Context Dependent Semantic Parsing: A Survey Zhuang Li Lizhen Qu Gholamreza Haffari 16 19 0 02 Nov 2020
DuoRAT: Towards Simpler Text-to-SQL Models Torsten Scholak Raymond Li Dzmitry Bahdanau H. D. Vries C. Pal AI4TS 27 26 0 21 Oct 2020
ColloQL: Robust Cross-Domain Text-to-SQL Over Search Queries Karthik Radhakrishnan A. Srikantan Xi Victoria Lin 19 4 0 19 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
Code and Named Entity Recognition in StackOverflow Jeniya Tabassum Mounica Maddela Wei-ping Xu Alan Ritter 59 114 0 04 May 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network Wanjun Zhong Duyu Tang Zhangyin Feng Nan Duan Ming Zhou Ming Gong Linjun Shou Daxin Jiang Jiahai Wang Jian Yin GNN 24 55 0 28 Apr 2020
How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context Jian Liu Yubo Chen Jian Liu Jian-Guang Lou Bin Zhou Dongmei Zhang 17 72 0 03 Feb 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
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015