Title
Generating Data for Symbolic Language with Large Language Models Jiacheng Ye Chengzu Li Lingpeng Kong Tao Yu 91 11 0 23 May 2023
Error Detection for Text-to-SQL Semantic Parsing Shijie Chen Ziru Chen Huan Sun Yu-Chuan Su 142 11 0 23 May 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 119 4 0 22 May 2023
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables Xinyuan Lu Liangming Pan Qian Liu Preslav Nakov Min-Yen Kan LMTD 119 34 0 22 May 2023
Text-to-SQL Error Correction with Language Models of Code Ziru Chen Shijie Chen Michael White Raymond J. Mooney Ali Payani Jayanth Srinivasa Yu-Chuan Su Huan Sun KELM 55 13 0 22 May 2023
MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering Vaishali Pal Andrew Yates Evangelos Kanoulas Maarten de Rijke LMTD 76 24 0 22 May 2023
Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies Linyong Nan Yilun Zhao Weijin Zou Narutatsu Ri Jaesung Tae Ellen Zhang Arman Cohan Dragomir R. Radev LMTD 88 51 0 21 May 2023
Wav2SQL: Direct Generalizable Speech-To-SQL Parsing Huadai Liu Rongjie Huang Jinzheng He Gang Sun Ran Shen Xize Cheng Zhou Zhao 90 5 0 21 May 2023
How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings Shuaichen Chang Eric Fosler-Lussier LRM 77 64 0 19 May 2023
S $^3$ HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering Fangyu Lei Xiang Li Yifan Wei Shizhu He Yiming Huang Jun Zhao Kang Liu RALM 118 16 0 19 May 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured Data Jinhao Jiang Kun Zhou Zican Dong Keming Ye Wayne Xin Zhao Ji-Rong Wen LRM LMTD RALM 169 301 0 16 May 2023
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing Hao Yan Saurabh Srivastava Yintao Tai Sida I. Wang Wen-tau Yih Ziyu Yao 73 19 0 14 May 2023
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations Yuan Tian Zheng Zhang Zheng Ning Toby Jia-Jun Li Jonathan K. Kummerfeld Tianyi Zhang 124 14 0 12 May 2023
Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over Table Sunjun Kweon Yeonsu Kwon Seonhee Cho Yohan Jo E. Choi LMTD RALM 70 23 0 12 May 2023
QURG: Question Rewriting Guided Context-Dependent Text-to-SQL Semantic Parsing Linzheng Chai Dongling Xiao Jian Yang Liqun Yang Qian-Wen Zhang Yunbo Cao Zhoujun Li Zhao Yan 140 4 0 11 May 2023
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing Mayank Agarwal Pavan Kapanipathi Subhajit Chaudhury Tahira Naseem Ramón Fernández Astudillo Achille Fokoue Tim Klinger NAI 83 3 0 07 May 2023
Multi-View Graph Representation Learning for Answering Hybrid Numerical Reasoning Question Yifan Wei Fangyu Lei Yuanzhe Zhang Jun Zhao Kang Liu AIMat 84 10 0 05 May 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 181 422 0 04 May 2023
From Words to Code: Harnessing Data for Program Synthesis from Natural Language Anirudh Khatry Joyce Cahoon Jordan Henkel Shaleen Deep Venkatesh Emani ... Vu Le Mohammad Raza Sherry Shi Mukul Singh A. Tiwari 113 12 0 02 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 289 973 0 02 May 2023
Controllable Data Augmentation for Context-Dependent Text-to-SQL Dingzirui Wang Longxu Dou Wanxiang Che 55 0 0 27 Apr 2023
Prompting GPT-3.5 for Text-to-SQL with De-semanticization and Skeleton Retrieval Chunxi Guo Zhiliang Tian Jintao Tang Pancheng Wang Zhihua Wen Kang Yang Ting Wang 75 24 0 26 Apr 2023
Divide and Prompt: Chain of Thought Prompting for Text-to-SQL X. Liu Zhao Tan ReLM LRM 101 17 0 23 Apr 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction Mohammadreza Pourreza Davood Rafiei ReLM LRM 125 357 0 21 Apr 2023
"What It Wants Me To Say": Bridging the Abstraction Gap Between End-User Programmers and Code-Generating Large Language Models Michael Xieyang Liu Advait Sarkar Carina Negreanu B. Zorn Jack Williams N. Toronto Andrew D. Gordon 95 111 0 13 Apr 2023
Teaching Large Language Models to Self-Debug Xinyun Chen Maxwell Lin Nathanael Scharli Denny Zhou LRM 151 711 0 11 Apr 2023
Datamator: An Intelligent Authoring Tool for Creating Datamations via Data Query Decomposition Yi Guo Nana Cao Ligan Cai Yanqiu Wu Daniel Weiskopf Danqing Shi Qing Chen 73 1 0 06 Apr 2023
Querying Large Language Models with SQL Mohammed Saeed Nicola De Cao Paolo Papotti 76 35 0 02 Apr 2023
Evaluating GPT-4 and ChatGPT on Japanese Medical Licensing Examinations Jungo Kasai Y. Kasai Keisuke Sakaguchi Yutaro Yamada Dragomir R. Radev LM&MA ELM 73 107 0 31 Mar 2023
TreePiece: Faster Semantic Parsing via Tree Tokenization Sida I. Wang Akshat Shrivastava S. Livshits 61 5 0 30 Mar 2023
Towards Understanding the Generalization of Medical Text-to-SQL Models and Datasets Richard Tarbell Kim-Kwang Raymond Choo Glenn Dietrich Anthony Rios 50 9 0 22 Mar 2023
Mirror: A Natural Language Interface for Data Querying, Summarization, and Visualization Canwen Xu Julian McAuley Penghan Wang VLM 52 6 0 15 Mar 2023
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Aiwei Liu Xuming Hu Lijie Wen Philip S. Yu LMTD AI4MH 123 154 0 12 Mar 2023
How Does In-Context Learning Help Prompt Tuning? Simeng Sun Yang Liu Dan Iter Chenguang Zhu Mohit Iyyer VLM 67 19 0 22 Feb 2023
Conversational Text-to-SQL: An Odyssey into State-of-the-Art and Challenges Ahead S. Parthasarathi Lu Zeng Dilek Z. Hakkani-Tür 84 2 0 21 Feb 2023
PAC Prediction Sets for Large Language Models of Code Adam Khakhar Stephen Mell Osbert Bastani 124 6 0 17 Feb 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 142 227 0 16 Feb 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Shafiq Joty VLM LRM 91 15 0 16 Feb 2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises Chenglei Si Zhengyan Zhang Yingfa Chen Xiaozhi Wang Zhiyuan Liu Maosong Sun AAML 84 1 0 14 Feb 2023
RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL Haoyang Li Jing Zhang Cuiping Li Hong Chen 95 195 0 12 Feb 2023
Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract) Daking Rai Yilun Zhou Bailin Wang Ziyu Yao George Mason University 85 5 0 25 Jan 2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness Shuaichen Chang Jun Wang Mingwen Dong Lin Pan Henghui Zhu ... William Yang Wang Zhiguo Wang Vittorio Castelli Patrick Ng Bing Xiang OOD 101 35 0 21 Jan 2023
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jinyang Li Binyuan Hui Reynold Cheng Bowen Qin Chenhao Ma Nan Huo Fei Huang Wenyu Du Luo Si Yongbin Li LMTD 76 115 0 18 Jan 2023
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records Gyubok Lee Hyeonji Hwang Seongsu Bae Yeonsu Kwon W. Shin Seongjun Yang Minjoon Seo Jong-Yeup Kim Edward Choi 98 24 0 16 Jan 2023
On the Structural Generalization in Text-to-SQL Jieyu Li Lu Chen Ruisheng Cao Su Zhu Hongshen Xu Zhi Chen Hanchong Zhang Kai Yu 71 1 0 12 Jan 2023
Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers Abhijeet Awasthi Soumen Chakrabarti Sunita Sarawagi 94 5 0 10 Jan 2023
SantaCoder: don't reach for the stars! Loubna Ben Allal Raymond Li Denis Kocetkov Chenghao Mou Christopher Akiki ... Sean M. Hughes Daniel Fried Arjun Guha H. D. Vries Leandro von Werra 209 200 0 09 Jan 2023
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge Longxu Dou Yan Gao Xuqi Liu Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Min-Yen Kan Jian-Guang Lou 90 18 0 03 Jan 2023
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing Longxu Dou Yan Gao Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Jian-Guang Lou 63 20 0 27 Dec 2022
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization Srinivasan Iyer Xi Lin Ramakanth Pasunuru Todor Mihaylov Daniel Simig ... Jeff Wang Christopher Dewan Asli Celikyilmaz Luke Zettlemoyer Veselin Stoyanov ALM 200 268 0 22 Dec 2022