Title
ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines Tengjun Jin Yuxuan Zhu Daniel Kang LMTD ELM 136 0 0 07 Apr 2025
Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling Benjamin Lipkin Benjamin LeBrun Jacob Hoover Vigly João Loula David R. MacIver ... Ryan Cotterell Vikash K. Mansinghka Timothy J. O'Donnell Alexander K. Lew Tim Vieira 91 0 0 07 Apr 2025
REFORMER: A ChatGPT-Driven Data Synthesis Framework Elevating Text-to-SQL Models Shenyang Liu Saleh Almohaimeed Liqiang Wang 141 0 0 06 Apr 2025
Sigma: A dataset for text-to-code semantic parsing with statistical analysis Saleh Almohaimeed Shenyang Liu May Alsofyani Saad Almohaimeed Liqiang Wang 117 0 0 05 Apr 2025
LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models Weibin Liao Xin Gao Tianyu Jia Rihong Qiu Yifan Zhu Yang Lin Xu Chu Junfeng Zhao Yasha Wang 140 0 0 03 Apr 2025
TransientTables: Evaluating LLMs' Reasoning on Temporally Evolving Semi-structured Tables Abhilash Shankarampeta Harsh Mahajan Tushar Kataria Dan Roth Vivek Gupta LMTD ReLM LRM 72 0 0 02 Apr 2025
Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs Cong Duy Vu Hoang Gioacchino Tangari Clemence Lanfranchi Dalu Guo Paul Cayet ... Long Duong Damien Hilloulin Rhicheek Patra Sungpack Hong Hassan Chafi 68 0 0 30 Mar 2025
Domain Specific Question to SQL Conversion with Embedded Data Balancing Technique Jyothi T. Satyanarayana Murthy 94 0 0 28 Mar 2025
EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing Yizhang Zhu Runzhi Jiang Boyan Li Nan Tang Yuyu Luo 106 4 0 28 Mar 2025
GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise Karime Maamari Connor Landy Amine Mhedhbi KELM 103 0 0 27 Mar 2025
Every Sample Matters: Leveraging Mixture-of-Experts and High-Quality Data for Efficient and Accurate Code LLM Codefuse Ling Team Wenting Cai Yuchen Cao Cai Chen ... Wei Zhang Zhenru Zhang Hailin Zhao Xunjin Zheng Jun Zhou ALM MoE 104 1 0 22 Mar 2025
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models Wenqi Pei Hailing Xu Hengyuan Zhao Shizheng Hou Han Chen Zining Zhang Pingyi Luo Bingsheng He 133 1 0 22 Mar 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM Presented at ResearchTrend Connect \| LLMAG on 07 May 2025 202 14 0 20 Mar 2025
TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research Philip Quirke Clement Neo Abir Harrasse Dhruv Nathawani Luke Marks Amir Abdullah 86 0 0 17 Mar 2025
Valid Text-to-SQL Generation with Unification-based DeepStochLog Ying Jiao Luc de Raedt G. Marra NAI 92 2 0 17 Mar 2025
CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings Daniil Orel Dilshod Azizov Preslav Nakov DeLMO 104 1 0 17 Mar 2025
Genicious: Contextual Few-shot Prompting for Insights Discovery Vineet Kumar Ronald Tony Darshita Rathore Vipasha Rana Bhuvanesh Mandora Kanishka Chetna Bansal Anindya Moitra 76 0 0 15 Mar 2025
HCT-QA: A Benchmark for Question Answering on Human-Centric Tables M. Ahmad Zan Naeem Michaël Aupetit A. Elmagarmid M. Eltabakh Xiasong Ma M. Ouzzani Chaoyi Ruan LMTD 426 0 0 09 Mar 2025
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol Roham Koohestani Philippe de Bekker Maliheh Izadi VLM 115 0 0 07 Mar 2025
DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL Haoyuan Ma Yongliang Shen Hengwei Liu Wenqi Zhang Haolei Xu Qiuying Peng Jun Wang Weiming Lu 127 2 0 06 Mar 2025
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models Xinyi He Yihao Liu Mengyu Zhou Yeye He Haoyu Dong Shi Han Zejian Yuan Dongmei Zhang LMTD 138 1 0 06 Mar 2025
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale Haoyang Li Shang Wu Yanling Wang Xinmei Huang Jing Zhang ... Tieying Zhang Jianjun Chen Rui Shi Hong Chen Cuiping Li SyDa 159 9 0 04 Mar 2025
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs Abdelrahman Abouelenin Atabak Ashfaq Adam Atkinson Hany Awadalla Nguyen Bach ... Ishmam Zabir Yunan Zhang Li Zhang Yanzhe Zhang Xiren Zhou MoE SyDa 122 70 0 03 Mar 2025
Deep-Bench: Deep Learning Benchmark Dataset for Code Generation Alireza Daghighfarsoodeh Chung-Yu Wang Hamed Taherkhani Melika Sepidband Mohammad Abdollahi Hadi Hemmati Hung Viet Pham ALM ELM 132 0 0 26 Feb 2025
FactFlow: Automatic Fact Sheet Generation and Customization from Tabular Dataset via AI Chain Design & Implementation Minh Duc Vu Jieshan Chen Zhenchang Xing Qinghua Lu Xiwei Xu Qian Fu 121 0 0 25 Feb 2025
Disambiguate First Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing Irina Saparina Mirella Lapata 76 1 0 25 Feb 2025
Entailment-Preserving First-order Logic Representations in Natural Language Entailment Jinu Lee Qi Liu Runzhi Ma Vincent Han Ziqi Wang Heng Ji Julia Hockenmaier 98 1 0 24 Feb 2025
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs Dai Quoc Nguyen Cong Duy Vu Hoang Duy Vu Gioacchino Tangari Thanh Tien Vu Don Dharmasiri Yuan-Fang Li Long Duong 112 0 0 23 Feb 2025
An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science Qiuhai Zeng Claire Jin Xinyue Wang Yuhan Zheng Qunhua Li 146 1 0 23 Feb 2025
SR-LLM: Rethinking the Structured Representation in Large Language Model Jiahuan Zhang Tianheng Wang Hanqing Wu Ziyi Huang Yulong Wu Dongbai Chen Linfeng Song Yue Zhang Guozheng Rao Kaicheng Yu 85 1 0 21 Feb 2025
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation Yuan Tian Daniel Lee Fei Wu Tung Mai Kun Qian Siddhartha Sahai Tianyi Zhang Yunyao Li SyDa 110 1 0 21 Feb 2025
TabSD: Large Free-Form Table Question Answering with SQL-Based Table Decomposition Yuxiang Wang Junhao Gan Jianzhong Qi LMTD 148 0 0 20 Feb 2025
How Efficient is LLM-Generated Code? A Rigorous & High-Standard Benchmark Ruizhong Qiu Weiliang Will Zeng Hanghang Tong James Ezick Christopher Lott 206 23 0 20 Feb 2025
Tabular Embeddings for Tables with Bi-Dimensional Hierarchical Metadata and Nesting Gyanendra Shrestha Chutain Jiang Sai Akula Vivek Yannam Anna Pyayt Michael Gubanov LMTD 161 0 0 20 Feb 2025
OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment Xiangjin Xie Guangwei Xu Lingyan Zhao Ruijie Guo AI4TS 71 9 0 19 Feb 2025
Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation Zheng Yuan Hao Chen Zijin Hong Qinggang Zhang Feiran Huang Qing Li Xiao Huang 48 6 0 18 Feb 2025
SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL Jimin Lee Ingeol Baek Byeongjeong Kim Hyunkyung Bae Hwanhee Lee 134 1 0 17 Feb 2025
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL Shuai Lyu Haoran Luo Zhonghong Ou Zhonghong Ou Jiangfeng Sun Yang Qin Xiaoran Shang Meina Song Yifan Zhu AI4TS LRM 154 5 0 17 Feb 2025
PlanGenLLMs: A Modern Survey of LLM Planning Capabilities Hui Wei Zihao Zhang Shenghua He Tian Xia Shijia Pan Fei Liu 199 11 0 16 Feb 2025
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation Zhiqian Qin Yuanfeng Song Jinwei Lu Yuanwei Song Shuaimin Li Chen Zhang 119 0 0 16 Feb 2025
BASE-SQL: A powerful open source Text-To-SQL baseline approach Lei Sheng Shuai-Shuai Xu Wei Xie AI4TS 102 4 0 15 Feb 2025
A Systematic Approach for Assessing Large Language Models' Test Case Generation Capability Hung-Fu Chang Mohammad Shokrolah Shirazi 105 1 0 05 Feb 2025
M2R2: Mixture of Multi-Rate Residuals for Efficient Transformer Inference Nikhil Bhendawade Mahyar Najibi Devang Naik Irina Belousova MoE 134 0 0 04 Feb 2025
CoddLLM: Empowering Large Language Models for Data Analytics Jiani Zhang Hengrui Zhang Rishav Chakravarti Yiqun Hu Patrick Ng Asterios Katsifodimos Huzefa Rangwala George Karypis Alon Halevy SyDa ELM 463 0 0 01 Feb 2025
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task Ziije Zhong Linqing Zhong Zhaoze Sun Qingyun Jin Zengchang Qin Xiaofan Zhang 119 11 0 28 Jan 2025
Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Yeounoh Chung Gaurav Tarlok Kakkar Yu Gan Brenton Milne Fatma Ozcan RALM 192 6 0 21 Jan 2025
NL2KQL: From Natural Language to Kusto Query Amir H. Abdi Xinye Tang Jeremias Eichelbaum Mahan Das Alex Klein ... William Blum Daniel L Mace Tanvi Raja Namrata Padmanabhan Ye Xing 154 2 0 20 Jan 2025
Reliable Text-to-SQL with Adaptive Abstention Kaiwen Chen Yueting Chen Xiaohui Yu Nick Koudas RALM 90 2 0 18 Jan 2025
How Should We Build A Benchmark? Revisiting 274 Code-Related Benchmarks For LLMs Jialun Cao Yuk-Kit Chan Zixuan Ling Wenxuan Wang Shuqing Li ... Pinjia He Shuai Wang Zibin Zheng Michael R. Lyu Shing-Chi Cheung ALM 175 2 0 18 Jan 2025
Confidence Estimation for Error Detection in Text-to-SQL Systems Oleg Somov Elena Tutubalina 88 2 0 17 Jan 2025