Title
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text Ali Al-Lawati Jason Lucas Prasenjit Mitra LMTD 135 0 0 06 Jan 2025
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets Vatsal Gupta Pranshu Pandya Tushar Kataria Vivek Gupta Dan Roth AAML 190 1 0 03 Jan 2025
Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL Geling Liu Yunzhi Tan Ruichao Zhong Yuanzhen Xie Lingchen Zhao Qian Wang Bo Hu Zang Li AI4TS 128 5 0 17 Dec 2024
MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning Zheng Li Yang Du Mao Zheng Mingyang Song LMTD 115 1 0 16 Dec 2024
Text2Cypher: Bridging Natural Language and Graph Databases Makbule Gulcin Ozsoy Leila Messallem Jon Besga Gianandrea Minneci 112 7 0 13 Dec 2024
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs without Real Data Replay Ruiheng Liu Jinyu Zhang Yanqi Song Yu Zhang Bailong Yang KELM CLL 120 1 0 10 Dec 2024
Can the Rookies Cut the Tough Cookie? Exploring the Use of LLMs for SQL Equivalence Checking Rajat Singh Srikanta J. Bedathur 171 3 0 07 Dec 2024
Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Vishwanath Seshagiri Siddharth Balyan Vaastav Anand Kaustubh Dhole Ishan Sharma Avani Wildani José Cambronero Andreas Züfle 149 3 0 04 Dec 2024
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data Nabin Khanal Chun Meng Yu Jui-Cheng Chiu Anav Chaudhary Ziyue Zhang K. Katija A. Forbes AI4CE 114 4 0 03 Dec 2024
CEGI: Measuring the trade-off between efficiency and carbon emissions for SLMs and VLMs Abhas Kumar Kapil Pathak Rajesh Kavuru Prabhakar Srinivasan 137 0 0 03 Dec 2024
TQA-Bench: Evaluating LLMs for Multi-Table Question Answering with Scalable Context and Symbolic Extension Zipeng Qiu You Peng Guangxin He Binhang Yuan Chen Wang LMTD 155 2 0 29 Nov 2024
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation Meher Bhardwaj Hrishikesh Ethari Dennis Singh Moirangthem AI4TS 137 0 0 28 Nov 2024
Text-to-SQL Calibration: No Need to Ask -- Just Rescale Model Probabilities Ashwin Ramachandran Sunita Sarawagi 114 2 0 23 Nov 2024
Tackling prediction tasks in relational databases with LLMs Marek Wydmuch Łukasz Borchmann Filip Graliñski 109 6 0 18 Nov 2024
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows Fangyu Lei Jixuan Chen Yuxiao Ye Ruisheng Cao Dongchan Shin ... Caiming Xiong Ruoxi Sun Qian Liu Sida I. Wang Tao Yu LMTD 128 37 0 12 Nov 2024
SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications Gabriele Oliaro Zhihao Jia Daniel F Campos Aurick Qiao LRM 58 0 0 07 Nov 2024
Towards Optimizing SQL Generation via LLM Routing Mohammadhossein Malekpour Nour Shaheen Foutse Khomh Amine Mhedhbi AI4TS 76 3 0 06 Nov 2024
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations Yuankai Fan Tonghui Ren Can Huang Zhenying He Xinyu Wang LRM 130 2 0 05 Nov 2024
TableGPT2: A Large Multimodal Model with Tabular Data Integration Aofeng Su Aowen Wang Chao Ye Chen Zhou G. Zhang ... Xijun Gu Xingwu Sun Xianrui Li Yue Yang Zhiqing Xiao PINN VLM LMTD 143 23 0 04 Nov 2024
RSL-SQL: Robust Schema Linking in Text-to-SQL Generation Zhenbiao Cao Yuanlei Zheng Zhihao Fan Xiaojin Zhang Wei Chen Xiang Bai 152 17 0 31 Oct 2024
BIS: NL2SQL Service Evaluation Benchmark for Business Intelligence Scenarios Bora Caglayan Mingxue Wang John D. Kelleher Shen Fei Gui Tong Jiandong Ding Puchao Zhang 35 2 0 30 Oct 2024
An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model Ziyang Zheng Haipeng Jing Canyu Rui A. Hamdulla D. Wang LRM 81 1 0 28 Oct 2024
NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks Yongchang Hao Yanshuai Cao Lili Mou MQ 76 4 0 28 Oct 2024
MoMQ: Mixture-of-Experts Enhances Multi-Dialect Query Generation across Relational and Non-Relational Databases Zhisheng Lin Yifu Liu Zhiling Luo Jinyang Gao Yu Li 53 2 0 24 Oct 2024
KeyInst: Keyword Instruction for Improving SQL Formulation in Text-to-SQL X. Liu Zhao Tan 73 1 0 18 Oct 2024
CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment Qinfeng Li Yangfan Xie Tianyu Du Zhiqiang Shen Zhenghan Qin Hao Peng Xinkui Zhao Xianwei Zhu Yuxiang Cai Xuhong Zhang 63 3 0 16 Oct 2024
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning Junjie Xing Yeye He Mengyu Zhou Haoyu Dong Shi Han Dongmei Zhang S. Chaudhuri LMTD 67 2 0 16 Oct 2024
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation S. Gorti Ilan Gofman Zhaoyan Liu Jiapeng Wu Noël Vouitsis Guangwei Yu Jesse C. Cresswell Rasa Hosseinzadeh SyDa 140 12 0 16 Oct 2024
LR-SQL: A Supervised Fine-Tuning Method for Text2SQL Tasks under Low-Resource Scenarios Wen Wuzhenghong Zhang Yongpan Pan Su Sun Yuwei Lu Pengwei Ding Cheng 98 1 0 15 Oct 2024
Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL Qihuang Zhong Kunfeng Chen Liang Ding Juhua Liu Di Lin Dacheng Tao 56 1 0 15 Oct 2024
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data Seiji Maekawa Hayate Iso Nikita Bhutani RALM 218 2 0 15 Oct 2024
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries Mingwen Dong Nischal Ashok Kumar Yiqun Hu Anuj Chauhan Chung-Wei Hang ... Wuwei Lan Henghui Zhu Jiarong Jiang Patrick Ng Zhiguo Wang 46 2 0 14 Oct 2024
Using off-the-shelf LLMs to query enterprise data by progressively revealing ontologies C. Civili E. Sherkhonov R. E. K. Stirewalt 39 1 0 11 Oct 2024
Parameter-Efficient Fine-Tuning of State Space Models Kevin Galim Wonjun Kang Yuchen Zeng H. Koo Kangwook Lee 136 4 0 11 Oct 2024
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering Yuxiang Wang Jianzhong Qi Junhao Gan LMTD 242 3 0 10 Oct 2024
DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models Yiming Huang Jianwen Luo Yan Yu Yitong Zhang Fangyu Lei ... Shizhu He Lifu Huang Xiao Liu Jun Zhao Kang Liu ELM ALM AI4CE 80 9 0 09 Oct 2024
Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient Attentions Zhihao He Hang Yu Zi Gong Shizhan Liu Jia-Nan Li Weiyao Lin VLM 104 2 0 09 Oct 2024
TableRAG: Million-Token Table Understanding with Language Models Si-An Chen Lesly Miculicich Julian Martin Eisenschlos Zifeng Wang Zilong Wang Yanfei Chen Yasuhisa Fujii Hsuan-Tien Lin Chen-Yu Lee Tomas Pfister LMTD RALM 95 14 0 07 Oct 2024
Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing Daking Rai Rydia R. Weiland Kayla Margaret Gabriella Herrera Tyler H. Shaw Ziyu Yao 88 2 0 05 Oct 2024
Table Question Answering for Low-resourced Indic Languages Vaishali Pal Evangelos Kanoulas Andrew Yates Maarten de Rijke LMTD 54 0 0 04 Oct 2024
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL Mohammadreza Pourreza Hailong Li Ruoxi Sun Yeounoh Chung Shayan Talaei Gaurav Tarlok Kakkar Yu Gan Amin Saberi Fatma Ozcan Sercan O. Arik LRM 89 47 0 02 Oct 2024
Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing Deokhyung Kang Seonjeong Hwang Yunsu Kim Gary Geunbae Lee 59 0 0 01 Oct 2024
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems Ali Mohammadjafari Anthony Maida Raju N. Gottumukkala AI4TS 123 7 0 01 Oct 2024
Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs Yung-Chieh Chan George Pu Apaar Shanker Parth Suresh Penn Jenks John Heyer Sam Denton SyDa 83 10 0 29 Sep 2024
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA Siyue Zhang Anh Tuan Luu Chen Zhao LMTD 77 6 0 25 Sep 2024
Dynamic-Width Speculative Beam Decoding for Efficient LLM Inference Zongyue Qin Zifan He Neha Prakriya Jason Cong Yizhou Sun 109 5 0 25 Sep 2024
DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL Lixia Wu Peng Li Junhong Lou Lei Fu 70 7 0 24 Sep 2024
FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark Heegyu Kim Taeyang Jeon Seunghwan Choi Seungtaek Choi Hyunsouk Cho 127 0 0 24 Sep 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 196 1 0 24 Sep 2024
PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL Ruilin Luo Liyuan Wang Binghuai Lin Zicheng Lin Yujiu Yang LRM 80 8 0 21 Sep 2024