Title
SEED: Domain-Specific Data Curation With Large Language Models Zui Chen Lei Cao Samuel Madden Tim Kraska Zeyuan Shang Ju Fan Nan Tang Zihui Gu Chunwei Liu Michael Cafarella 90 8 0 01 Oct 2023
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models Ansong Ni Pengcheng Yin Yilun Zhao Chen Wei Yanjun Wang ... Mingyuan Zhang Chen Change Loy Yingbo Zhou Dragomir R. Radev Arman Cohan ELM 87 20 0 29 Sep 2023
Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems Catherine Kosten Philippe Cudré-Mauroux Kurt Stockinger RALM 50 5 0 28 Sep 2023
Towards End-User Development for IoT: A Case Study on Semantic Parsing of Cooking Recipes for Programming Kitchen Devices Filippos Ventirozos Sarah Clinch Riza Batista-Navarro 16 0 0 25 Sep 2023
Effective Distillation of Table-based Reasoning Ability from LLMs Bohao Yang Chen Tang Kangning Zhao Chenghao Xiao Chenghua Lin LRM 65 27 0 22 Sep 2023
HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering Tongxu Luo Fangyu Lei Jiahe Lei Weihao Liu Shihu He Jun Zhao Kang Liu 49 3 0 22 Sep 2023
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt Yucheng Cai Wentao Ma Yuchuan Wu Shuzheng Si Yuan Shao Zhijian Ou Yongbin Li 116 3 0 20 Sep 2023
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables Wenting Zhao Ye Liu Yao Wan Yibo Wang Zhongfen Deng Philip S. Yu RALM LMTD 76 7 0 20 Sep 2023
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval Nengzheng Jin Dongfang Li Junying Chen Joanna Siebert Qingcai Chen RALM LMTD 71 3 0 19 Sep 2023
MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images Weihao Liu Fangyu Lei Tongxu Luo Jiahe Lei Shizhu He Jun Zhao Kang Liu LMTD 61 11 0 09 Sep 2023
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap Michael Staniek Raphael Schumann Maike Zufle Stefan Riezler 73 8 0 30 Aug 2023
Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation Dawei Gao Haibin Wang Yaliang Li Xiuyu Sun Yichen Qian Bolin Ding Jingren Zhou AI4TS 142 294 0 29 Aug 2023
Natural language to SQL in low-code platforms Sofía Aparicio Samuel Arcadinho J. Nadkarni David Oliveira Aparício J. Lages Mariana Lourenço B. Matejczyk Filipe Assunção 49 0 0 29 Aug 2023
Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting Aseem Arora Shabbirhussain Bhaisaheb Harshit Nigam Manasi Patwardhan Lovekesh Vig Gautam M. Shroff 96 9 0 01 Aug 2023
Structural Transfer Learning in NL-to-Bash Semantic Parsers Kyle Duffy S. Bhattamishra Phil Blunsom 41 0 0 31 Jul 2023
Marrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations Yuanfeng Song Xuefang Zhao Raymond Chi-Wing Wong 67 6 0 29 Jul 2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng Ye Liu Zhou Yu Huan Wang Silvio Savarese Caiming Xiong 115 22 0 19 Jul 2023
How is ChatGPT's behavior changing over time? Lingjiao Chen Matei A. Zaharia James Zou ELM KELM AI4MH 143 433 0 18 Jul 2023
C3: Zero-shot Text-to-SQL with ChatGPT Xuemei Dong Chuxu Zhang Yuhang Ge Yuren Mao Yunjun Gao Lu Chen Jinshu Lin Dongfang Lou 70 148 0 14 Jul 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems Shivani Kumar S. Bhatia Milan Aggarwal Tanmoy Chakraborty 99 1 0 14 Jul 2023
Retrieval-augmented GPT-3.5-based Text-to-SQL Framework with Sample-aware Prompting and Dynamic Revision Chain Chunxi Guo Zhiliang Tian Jintao Tang Shasha Li Zhihua Wen Kaixuan Wang Ting Wang RALM 80 18 0 11 Jul 2023
LakeBench: Benchmarks for Data Discovery over Data Lakes Kavitha Srinivas Julian T Dolby Ibrahim Abdelaziz Oktie Hassanzadeh Harsha Kokel Aamod Khatiwada Tejaswini Pedapati Subhajit Chaudhury Horst Samulowitz 68 12 0 09 Jul 2023
InfoSync: Information Synchronization across Multilingual Semi-structured Tables Siddharth Khincha Chelsi Jain Vivek Gupta Tushar Kataria Shuo Zhang SyDa 89 2 0 06 Jul 2023
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback John Yang Akshara Prabhakar Karthik Narasimhan Shunyu Yao 146 115 0 26 Jun 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations Yilun Zhao Chen Zhao Linyong Nan Zhenting Qi Wenlin Zhang Xiangru Tang Boyu Mi Dragomir R. Radev AAML LMTD 95 40 0 25 Jun 2023
A Multilingual Translator to SQL with Database Schema Pruning to Improve Self-Attention M. A. José Fabio Gagliardi Cozman 56 5 0 25 Jun 2023
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality Liang Li Ruiying Geng Chengyang Fang Bing Li Can Ma Rongyu Cao Binhua Li Fei Huang Yongbin Li 74 3 0 20 Jun 2023
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation Zihui Gu Ju Fan Nan Tang Songyue Zhang Yuxin Zhang Zui Chen Lei Cao Guoliang Li Sam Madden Xiaoyong Du 89 23 0 15 Jun 2023
T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing Yuntao Li Zhenpeng Su Yutian Li Hanchun Zhang Sirui Wang Wei Wu Yan Zhang 76 2 0 14 Jun 2023
Urania: Visualizing Data Analysis Pipelines for Natural Language-Based Data Exploration Yi Guo Nana Cao Xiaoyu Qi Haoyang Li Danqing Shi Jing Zhang Qing Chen Daniel Weiskopf 79 5 0 13 Jun 2023
Mind2Web: Towards a Generalist Agent for the Web Xiang Deng Yu Gu Boyuan Zheng Shijie Chen Samuel Stevens Boshi Wang Huan Sun Yu-Chuan Su LLMAG 141 488 0 09 Jun 2023
ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems Yi Zhang Jan Deriu George Katsogiannis-Meimarakis Catherine Kosten Georgia Koutrika Kurt Stockinger 81 25 0 07 Jun 2023
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations Yusen Zhang Jun Wang Zhiguo Wang Rui Zhang VLM 125 9 0 07 Jun 2023
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 98 39 0 05 Jun 2023
Reimagining Retrieval Augmented Language Models for Answering Queries W. Tan Yuliang Li Pedro Rodriguez Rich James Xi Lin A. Halevy Scott Yih KELM LRM 102 9 0 01 Jun 2023
Zero and Few-shot Semantic Parsing with Ambiguous Inputs Elias Stengel-Eskin Kyle Rawlins Benjamin Van Durme 90 17 0 01 Jun 2023
Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding Parker Glenn Parag Dakle Preethi Raghavan 45 3 0 31 May 2023
Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing Aiwei Liu Wen Liu Xuming Hu Shuang Li Fukun Ma Yawen Yang Lijie Wen 62 2 0 29 May 2023
Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques Daking Rai Bailin Wang Yilun Zhou Ziyu Yao 98 31 0 27 May 2023
Benchmarking Diverse-Modal Entity Linking with Generative Models Sijia Wang Alexander Hanbo Li He Zhu Shenmin Zhang Chung-Wei Hang ... William Wang Zhiguo Wang Vittorio Castelli Bing Xiang Patrick Ng VLM 102 9 0 27 May 2023
UNITE: A Unified Benchmark for Text-to-SQL Evaluation Wuwei Lan Zhiguo Wang Anuj Chauhan Henghui Zhu Alexander Hanbo Li ... Jiarong Jiang Stephen M. Ash Vittorio Castelli Patrick Ng Bing Xiang ELM LMTD 61 10 0 25 May 2023
Uncovering and Categorizing Social Biases in Text-to-SQL Yang Liu Yan Gao Zhe Su Xiaokang Chen Elliott Ash Jian-Guang Lou 102 6 0 25 May 2023
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset Hanchong Zhang Jieyu Li Lu Chen Ruisheng Cao Yunyang Zhang Yu Huang Yefeng Zheng Kai Yu 95 0 0 25 May 2023
Is GPT-4 a Good Data Analyst? Liying Cheng Xingxuan Li Lidong Bing LM&MA ELM 122 101 0 24 May 2023
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games Ruoyao Wang Graham Todd Xingdi Yuan Ziang Xiao Marc-Alexandre Côté Peter Alexander Jansen LRM 76 14 0 24 May 2023
TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering Jian Wu Yicheng Xu Yan Gao Jian-Guang Lou Börje F. Karlsson Manabu Okumura LMTD 59 3 0 24 May 2023
Schema-Driven Information Extraction from Heterogeneous Tables Fan Bai Junmo Kang Gabriel Stanovsky Dayne Freitag Alan Ritter LMTD 89 14 0 23 May 2023
Exploring Chain-of-Thought Style Prompting for Text-to-SQL Chang-You Tai Ziru Chen Tianshu Zhang Xiang Deng Huan Sun LRM AI4CE ReLM 78 57 0 23 May 2023
Skill-Based Few-Shot Selection for In-Context Learning Shengnan An Bo Zhou Zeqi Lin Qiang Fu B. Chen Nanning Zheng Weizhu Chen Jian-Guang Lou 116 34 0 23 May 2023
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata Silei Xu Shicheng Liu Theo Culhane Elizaveta Pertseva Meng-Hsi Wu Sina J. Semnani Monica S. Lam SyDa KELM 58 1 0 23 May 2023