v1v2 (latest)

Natural Language to Code Translation with Execution

25 April 2022

Freda Shi

Daniel Fried

Marjan Ghazvininejad

Luke Zettlemoyer

Sida I. Wang

ArXiv (abs)PDF HTML Github (41★)

Papers citing "Natural Language to Code Translation with Execution"

28 / 28 papers shown

Title
Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering Jihao Zhao Chunlai Zhou Biao Qin 107 0 0 05 May 2025
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 161 8 0 17 Apr 2025
Enhancing Mathematical Reasoning in Large Language Models with Self-Consistency-Based Hallucination Detection MingShan Liu Shi Bo LRM 67 4 0 13 Apr 2025
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL Shuai Lyu Haoran Luo Zhonghong Ou Zhonghong Ou Jiangfeng Sun Yang Qin Xiaoran Shang Meina Song Yifan Zhu AI4TS LRM 154 5 0 17 Feb 2025
Logical forms complement probability in understanding language model (and human) performance Yixuan Wang Freda Shi ReLM LRM 158 2 0 13 Feb 2025
LegalViz: Legal Text Visualization by Text To Diagram Generation Eri Onami Taiki Miyanishi Koki Maeda Shuhei Kurita AILaw 117 1 0 10 Feb 2025
Planning-Driven Programming: A Large Language Model Programming Workflow Chao Lei Yanchuan Chang Nir Lipovetzky Krista A. Ehinger 202 6 0 21 Nov 2024
Integrative Decoding: Improve Factuality via Implicit Self-consistency Yi Cheng Xiao Liang Yeyun Gong Wen Xiao Song Wang ... Wenjie Li Jian Jiao Qi Chen Peng Cheng Wayne Xiong HILM 192 3 0 02 Oct 2024
LRP4RAG: Detecting Hallucinations in Retrieval-Augmented Generation via Layer-wise Relevance Propagation Haichuan Hu Yuhan Sun Xiaochen Xie Quanjun Zhang 109 6 0 28 Aug 2024
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions Terry Yue Zhuo Minh Chien Vu Jenny Chim Han Hu Wenhao Yu ... David Lo Daniel Fried Xiaoning Du H. D. Vries Leandro von Werra 235 193 0 22 Jun 2024
Learning Language Structures through Grounding Freda Shi 80 2 0 14 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 174 74 0 12 Jun 2024
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules Hung Le Hailin Chen Amrita Saha Akash Gokul Doyen Sahoo Shafiq Joty LRM 106 47 0 13 Oct 2023
Lightweight reranking for language model generations Siddhartha Jain Xiaofei Ma Anoop Deoras Bing Xiang 64 4 0 11 Jul 2023
LEVER: Learning to Verify Language-to-Code Generation with Execution Ansong Ni Srini Iyer Dragomir R. Radev Ves Stoyanov Wen-tau Yih Sida I. Wang Xi Lin 136 226 0 16 Feb 2023
Compositional Exemplars for In-context Learning Jiacheng Ye Zhiyong Wu Jiangtao Feng Tao Yu Lingpeng Kong 149 134 0 11 Feb 2023
Grounding Language Models to Images for Multimodal Inputs and Outputs Jing Yu Koh Ruslan Salakhutdinov Daniel Fried MLLM 120 123 0 31 Jan 2023
DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation Yuhang Lai Chengxi Li Yiming Wang Tianyi Zhang Ruiqi Zhong Luke Zettlemoyer Scott Yih Daniel Fried Si-yi Wang Tao Yu ELM ALM 113 343 0 18 Nov 2022
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky 72 46 0 14 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 191 177 0 26 Oct 2022
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 251 369 0 06 Oct 2022
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 232 215 0 06 Oct 2022
Toward Trustworthy Neural Program Synthesis Darren Key Wen-Ding Li Kevin Ellis NAI 171 6 0 29 Sep 2022
Compositional Semantic Parsing with Large Language Models Andrew Drozdov Nathanael Scharli Ekin Akyuurek Nathan Scales Xinying Song Xinyun Chen Olivier Bousquet Denny Zhou ReLM LRM 269 93 0 29 Sep 2022
Diverse Title Generation for Stack Overflow Posts with Multiple Sampling Enhanced Transformer Fengji Zhang Jin Liu Yao Wan Xiao Yu Xiao Liu J. Keung 132 11 0 24 Aug 2022
CodeT: Code Generation with Generated Tests Bei Chen Fengji Zhang A. Nguyen Daoguang Zan Zeqi Lin Jian-Guang Lou Weizhu Chen 105 349 0 21 Jul 2022
DocPrompting: Generating Code by Retrieving the Docs Shuyan Zhou Uri Alon Frank F. Xu Zhiruo Wang Zhengbao Jiang Graham Neubig LLMAG 104 141 0 13 Jul 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 589 3,757 0 21 Mar 2022