Title
HDLCopilot: Hardware Design Library Querying with Natural Language Manar Abdelatty Sherief Reda 24 0 0 17 Jul 2024
FuncEvalGMN: Evaluating Functional Correctness of SQL via Graph Matching Network Yi Zhan Yang Sun Han Weng Longjie Cui Guifeng Wang Jiajun Xie Yu Tian Xiaoming Yin Boyi Liu Dongchi Huang 21 0 0 09 Jul 2024
Lucy: Think and Reason to Solve Text-to-SQL Nina Narodytska S. Vargaftik LMTD ReLM AI4TS LRM 18 2 0 06 Jul 2024
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation Xinglin Wang Yiwei Li Shaoxiong Feng Peiwen Yuan Boyuan Pan Heda Wang Yao Hu Kan Li 28 10 0 02 Jul 2024
Why does in-context learning fail sometimes? Evaluating in-context learning on open and closed questions Xiang Li Haoran Tang Siyu Chen Ziwei Wang Ryan Chen Marcin Abram LRM 29 1 0 02 Jul 2024
ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents Haiyang Shen Yue Li Desong Meng Dongqi Cai Sheng Qi Li Zhang Mengwei Xu Yun Ma LLMAG 29 9 0 28 Jun 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries Irina Saparina Mirella Lapata 30 10 0 27 Jun 2024
AnnotatedTables: A Large Tabular Dataset with Language Model Annotations Yaojie Hu Ilias Fountalis Jin Tian N. Vasiloglou LMTD 32 3 0 24 Jun 2024
Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems Đorđe Klisura Anthony Rios AAML 19 1 0 20 Jun 2024
Text Serialization and Their Relationship with the Conventional Paradigms of Tabular Machine Learning Kyoka Ono Simon A. Lee LMTD 22 7 0 19 Jun 2024
SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration Jipeng Cen Jiaxin Liu Zhixu Li Jingjing Wang 26 2 0 19 Jun 2024
MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL Arian Askari Christian Poelitz Xinye Tang LLMAG LRM 26 11 0 18 Jun 2024
End-to-end Text-to-SQL Generation within an Analytics Insight Engine Karime Maamari Amine Mhedhbi SyDa 43 4 0 17 Jun 2024
QDA-SQL: Questions Enhanced Dialogue Augmentation for Multi-Turn Text-to-SQL Yinggang Sun Ziming Guo Haining Yu Chuanyi Liu Xiang Li Bingxuan Wang Xiangzhan Yu Tiancheng Zhao 36 2 0 15 Jun 2024
StreamBench: Towards Benchmarking Continuous Improvement of Language Agents Cheng-Kuang Wu Zhi Rui Tam Chieh-Yen Lin Yun-Nung Chen Hung-yi Lee LLMAG 27 6 0 13 Jun 2024
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning Yuxi Feng Raymond Li Zhenan Fan Giuseppe Carenini Mohammadreza Pourreza Weiwei Zhang Yong Zhang 26 1 0 12 Jun 2024
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain Rahul Kumar Amar Raja Dibbu Shrutendra Harsola Vignesh T. Subrahmaniam Ashutosh Modi 21 6 0 12 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 69 50 0 12 Jun 2024
Are Large Language Models the New Interface for Data Pipelines? Sylvio Barbon Junior Paolo Ceravolo Sven Groppe Mustafa Jarrar S. Maghool Florence Sèdes S. Sahri M. van Keulen LM&MA 29 8 0 06 Jun 2024
StatBot.Swiss: Bilingual Open Data Exploration in Natural Language Farhad Nooralahzadeh Yi Zhang Ellery Smith Sabine Maennel Cyril Matthey-Doret Raphaël de Fondville Kurt Stockinger 29 2 0 05 Jun 2024
UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models Zhuoyang Li Liran Deng Hui Liu Qiaoqiao Liu Junzhao Du RALM 24 4 0 04 Jun 2024
CHESS: Contextual Harnessing for Efficient SQL Synthesis Shayan Talaei Mohammadreza Pourreza Yu-Chen Chang Azalia Mirhoseini Amin Saberi 33 50 0 27 May 2024
A Declarative Query Language for Scientific Machine Learning Hasan M Jamil 36 2 0 25 May 2024
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation Ge Qu Jinyang Li Bowen Li Bowen Qin Nan Huo Chenhao Ma Reynold Cheng 29 23 0 24 May 2024
EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records Jaehee Ryu Seonhee Cho Gyubok Lee Edward Choi 31 0 0 23 May 2024
KU-DMIS at EHRSQL 2024:Generating SQL query via question templatization in EHR Hajung Kim Chanhwi Kim Hoonick Lee Kyochul Jang Jiwoo Lee Kyungjae Lee Gangwoo Kim Jaewoo Kang 21 0 0 22 May 2024
PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs Kesav Gundabathula Sriram R Kolar 25 2 0 14 May 2024
MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation Dongjun Lee Choongwon Park Jaehyuk Kim Heesoo Park 37 37 0 13 May 2024
Corporate Communication Companion (CCC): An LLM-empowered Writing Assistant for Workplace Social Media Zhuoran Lu Sheshera Mysore Tara Safavi Jennifer Neville Longqi Yang Mengting Wan 30 7 0 07 May 2024
Traffic Performance GPT (TP-GPT): Real-Time Data Informed Intelligent ChatBot for Transportation Surveillance and Management Bingzhang Wang Zhiyu Cai Muhammad Monjurul Karim Chenxi Liu Yinhai Wang 34 6 0 05 May 2024
Open-SQL Framework: Enhancing Text-to-SQL on Open-source Large Language Models Xiaojun Chen Tianle Wang Tianhao Qiu Jianbin Qin Min Yang AI4TS 35 4 0 04 May 2024
Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL Dayton G. Thorpe Andrew J. Duberstein Ian A. Kinsey 32 4 0 19 Apr 2024
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval Peter Baile Chen Yi Zhang Dan Roth LMTD 44 12 0 15 Apr 2024
CausalBench: A Comprehensive Benchmark for Causal Learning Capability of Large Language Models Yu Zhou Xingyu Wu Beichen Huang Jibin Wu Liang Feng Kay Chen Tan ELM CML 40 2 0 09 Apr 2024
On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL Yutong Shao N. Nakashole 14 1 0 03 Apr 2024
A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs Harry Li G. Appleby Ashley Suh 29 6 0 01 Apr 2024
An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing Ziwei Chai Guoyin Wang Jing Su Tianjie Zhang Xuanwen Huang ... Jingjing Xu Jianbo Yuan Hongxia Yang Fei Wu Yang Yang 32 6 0 25 Mar 2024
SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder Mohammadreza Pourreza Davood Rafiei Yuxi Feng Raymond Li Zhenan Fan Weiwei Zhang 33 5 0 24 Mar 2024
TrustSQL: Benchmarking Text-to-SQL Reliability with Penalty-Based Scoring Gyubok Lee Woosog Chay Seonhee Cho Edward Choi LMTD 37 4 0 23 Mar 2024
Human Centered AI for Indian Legal Text Analytics Sudipto Ghosh Devanshu Verma Balaji Ganesan Purnima Bindal Vikas Kumar Vasudha Bhatnagar 37 1 0 16 Mar 2024
PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency Zhishuai Li Xiang Wang Jingjing Zhao Sun Yang Guoqing Du ... Bin Zhang Yuxiao Ye Ziyue Li Rui Zhao Hangyu Mao AI4TS LRM 31 9 0 13 Mar 2024
Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents Jinyang Li Nan Huo Yan Gao Jiayi Shi Yingxiu Zhao Ge Qu Yurong Wu Chenhao Ma Jian-Guang Lou Reynold Cheng LLMAG 29 3 0 08 Mar 2024
ALTO: An Efficient Network Orchestrator for Compound AI Systems Keshav Santhanam Deepti Raghavan Muhammad Shahir Rahman Thejas Venkatesh Neha Kunjal Pratiksha Thaker Philip Levis Matei A. Zaharia 24 6 0 07 Mar 2024
Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation Bin Zhang Yuxiao Ye Guoqing Du Xiaoru Hu Zhishuai Li Sun Yang Chi Harold Liu Rui Zhao Ziyue Li Hangyu Mao LMTD 29 29 0 05 Mar 2024
A systematic evaluation of large language models for generating programming code Wenpin Hou Zhicheng Ji ELM 34 8 0 01 Mar 2024
DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases Shai Volvovsky Marco Marcassa Mustafa Panbiharwala 14 3 0 01 Mar 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 30 63 0 27 Feb 2024
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 92 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 22 25 0 22 Feb 2024