Title
StructLM: Towards Building Generalist Models for Structured Knowledge Grounding Alex Zhuang Ge Zhang Tianyu Zheng Xinrun Du Junjie Wang Weiming Ren Stephen W. Huang Jie Fu Xiang Yue Wenhu Chen LMTD 49 14 0 26 Feb 2024
CodeS: Towards Building Open-source Language Models for Text-to-SQL Haoyang Li Jing Zhang Hanbing Liu Ju Fan Xiaokang Zhang Jun Zhu Renjie Wei Hongyan Pan Cuiping Li Hong Chen ELM AI4TS 38 95 0 26 Feb 2024
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments Yu Gu Yiheng Shu Hao Yu Xiao Liu Yuxiao Dong Jie Tang Jayanth Srinivasa Hugo Latapie Yu-Chuan Su KELM LLMAG 29 26 0 22 Feb 2024
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering Chang Zong Yuchen Yan Weiming Lu Jian Shao Eliot Huang Heng Chang Yueting Zhuang LLMAG 35 8 0 22 Feb 2024
From Text to CQL: Bridging Natural Language and Corpus Search Engine Luming Lu Jiyuan An Yujie Wang Liner Yang Cunliang Kong ... Shuo Wang Haozhe Lin Mingwei Fang Yaping Huang Erhong Yang 45 1 0 21 Feb 2024
$R^3$ : "This is My SQL, Are You With Me?" A Consensus-Based Multi-Agent System for Text-to-SQL Tasks Hanchen Xia Feng Jiang Naihao Deng Cunxiang Wang Guojiang Zhao Rada Mihalcea Yue Zhang LRM 48 4 0 20 Feb 2024
Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning Danna Zheng Mirella Lapata Jeff Z. Pan RALM 40 6 0 19 Feb 2024
Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark Niklas Wretblad Fredrik Gordh Riseby Rahul Biswas Amin Ahmadi Oskar Holmström 42 8 0 19 Feb 2024
Structure Guided Large Language Model for SQL Generation Qinggang Zhang Junnan Dong Hao Chen Wentao Li Feiran Huang Xiao Huang 34 11 0 19 Feb 2024
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM Zijin Hong Zheng Yuan Hao Chen Qinggang Zhang Feiran Huang Xiao Huang 41 24 0 18 Feb 2024
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator Ziru Chen Michael White Raymond Mooney Ali Payani Yu-Chuan Su Huan Sun LLMAG 75 32 0 16 Feb 2024
Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm Yuanzhen Xie Xinzhou Jin Tao Xie Mingxiong Lin Liang Chen Chenyun Yu Lei Cheng Chengxiang Zhuo Bo Hu Zang Li 51 18 0 16 Feb 2024
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che 37 7 0 16 Feb 2024
Improving Generalization in Semantic Parsing by Increasing Natural Language Variation Irina Saparina Mirella Lapata 22 1 0 13 Feb 2024
Evaluating the Data Model Robustness of Text-to-SQL Systems Based on Real User Queries Jonathan Fürst Catherine Kosten Farhad Nooralahzadeh Yi Zhang Kurt Stockinger LMTD 13 7 0 13 Feb 2024
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL Translation Federico Ranaldi Elena Sofia Ruzzetti Dario Onorati Leonardo Ranaldi Cristina Giannone Andrea Favalli Raniero Romagnoli Fabio Massimo Zanzotto 68 17 0 12 Feb 2024
Intent-Based Access Control: Using LLMs to Intelligently Manage Access Control Pranav Subramaniam Sanjay Krishnan 28 4 0 11 Feb 2024
Understanding the Weakness of Large Language Model Agents within a Complex Android Environment Mingzhe Xing Rongkai Zhang Hui Xue Qi Chen Fan Yang Zhengjin Xiao LLMAG ELM AAML 42 24 0 09 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 26 158 0 06 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 60 24 0 04 Feb 2024
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models Mohammadreza Pourreza Davood Rafiei 23 23 0 02 Feb 2024
NoFunEval: Funny How Code LMs Falter on Requirements Beyond Functional Correctness Manav Singhal Tushar Aggarwal Abhijeet Awasthi Nagarajan Natarajan Aditya Kanade 32 12 0 29 Jan 2024
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis Chao Zhang Yuren Mao Yijiang Fan Yu Mi Yunjun Gao Lu Chen Dongfang Lou Jinshu Lin 40 23 0 19 Jan 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Jieyu Zhang Hang Wu Yuanda Zhu Joyce C. Ho Carl Yang M. D. Wang 29 27 0 13 Jan 2024
Blar-SQL: Faster, Stronger, Smaller NL2SQL J. M. Domínguez Benjamín Errázuriz Patricio Daher 16 5 0 04 Jan 2024
MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL Bing Wang Changyu Ren Jian Yang Xinnian Liang Jiaqi Bai ... Zhao Yan Qian-Wen Zhang Di Yin Xing Sun Zhoujun Li 36 54 0 18 Dec 2023
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao Lawrence Lim Ishtiyaque Ahmad D. Agrawal A. El Abbadi Amr El Abbadi 65 9 0 16 Dec 2023
Context Matters: Data-Efficient Augmentation of Large Language Models for Scientific Applications Xiang Li Haoran Tang Siyu Chen Ziwei Wang Anurag Maravi Marcin Abram 24 0 0 12 Dec 2023
DBCopilot: Natural Language Querying over Massive Databases via Schema Routing Tianshu Wang Hongyu Lin Hongyu Lin Le Sun Xiaoyang Chen Hao Wang Zhenyu Zeng 42 0 0 06 Dec 2023
Inherent limitations of LLMs regarding spatial information He Yan Xinyao Hu Xiangpeng Wan Chengyu Huang Kai Zou Shiqi Xu LRM 33 2 0 05 Dec 2023
Fine-Tuning Language Models for Context-Specific SQL Query Generation Amine Rebei 28 6 0 04 Dec 2023
Universal Self-Consistency for Large Language Model Generation Xinyun Chen Renat Aksitov Uri Alon Jie Jessie Ren Kefan Xiao Pengcheng Yin Sushant Prakash Charles Sutton Xuezhi Wang Denny Zhou LRM 26 66 0 29 Nov 2023
Exploring the Potential of Large Language Models in Computational Argumentation Guizhen Chen Liying Cheng Anh Tuan Luu Lidong Bing LLMAG LRM 24 23 0 15 Nov 2023
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL Mayank Kothyari Dhruva Dhingra Sunita Sarawagi Soumen Chakrabarti 40 14 0 02 Nov 2023
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images Seongsu Bae Daeun Kyung Jaehee Ryu Eunbyeol Cho Gyubok Lee ... Jungwoo Oh Lei Ji E. Chang Tackeun Kim Edward Choi 47 20 0 28 Oct 2023
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks Mohammadreza Pourreza Davood Rafiei 24 12 0 27 Oct 2023
Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey Weixu Zhang Yifei Wang Yuanfeng Song Victor Junqiu Wei Yuxing Tian Yiyan Qi Jonathan H. Chan Raymond Chi-Wing Wong Haiqin Yang LMTD 46 16 0 27 Oct 2023
Semantic Decomposition of Question and SQL for Text-to-SQL Parsing Ben Eyal Amir Bachar Ophir Haroche Moran Mahabi Michael Elhadad CoGe ReLM 34 8 0 20 Oct 2023
AgentTuning: Enabling Generalized Agent Abilities for LLMs Aohan Zeng Mingdao Liu Rui Lu Bowen Wang Xiao Liu Yuxiao Dong Jie Tang LM&MA ALM LLMAG 32 159 0 19 Oct 2023
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations Arkil Patel S. Bhattamishra Siva Reddy Dzmitry Bahdanau 39 5 0 18 Oct 2023
TabLib: A Dataset of 627M Tables with Context Gus Eggert Kevin Huo Mike Biven Justin Waugh LMTD 34 10 0 11 Oct 2023
Selective Demonstrations for Cross-domain Text-to-SQL Shuaichen Chang Eric Fosler-Lussier 20 19 0 10 Oct 2023
An Investigation of LLMs' Inefficacy in Understanding Converse Relations Chengwen Qi Bowen Li Binyuan Hui Bailin Wang Jinyang Li Jinwang Wu Yuanjun Laili 29 10 0 08 Oct 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use Yue Huang Jiawen Shi Yuan Li Chenrui Fan Siyuan Wu ... Yixin Liu Pan Zhou Yao Wan Neil Zhenqiang Gong Lichao Sun LLMAG 40 82 0 04 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 32 18 0 29 Sep 2023
From Internet of Things to Internet of Data Apps Silvery Fu Sylvia Ratnasamy 20 0 0 08 Sep 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 59 244 0 29 Aug 2023
GPTEval: A Survey on Assessments of ChatGPT and GPT-4 Rui Mao Guanyi Chen Xulang Zhang Frank Guerin Min Zhang ELM LM&MA 36 101 0 24 Aug 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Mian OffRL 70 529 0 12 Jul 2023
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback John Yang Akshara Prabhakar Karthik Narasimhan Shunyu Yao 24 104 0 26 Jun 2023