Title
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning Yuan Sui Jiaru Zou Mengyu Zhou Xinyi He Lun Du Shi Han Dongmei Zhang LRM LMTD 64 25 0 14 Dec 2023
Dynamic Retrieval-Augmented Generation Anton Shapkin Denis Litvinov Yaroslav Zharov Egor Bogomolov Timur Galimzyanov T. Bryksin SyDa RALM 67 1 0 14 Dec 2023
Assessing GPT4-V on Structured Reasoning Tasks Mukul Singh J. Cambronero Sumit Gulwani Vu Le Gust Verbruggen LRM 73 13 0 13 Dec 2023
Large Language Models are Complex Table Parsers Bowen Zhao Changkai Ji Yuejie Zhang Wen He Yingwen Wang Qing Wang Rui Feng Xiaobo Zhang LMTD RALM 63 28 0 13 Dec 2023
Translating Natural Language Queries to SQL Using the T5 Model Albert Wong Lien Pham Young Lee Shek Chan Razel Sadaya Y. Khmelevsky Mathias Clement Florence Wing Yau Cheng Joe Mahony Michael Ferri 68 1 0 12 Dec 2023
Decoupling SQL Query Hardness Parsing for Text-to-SQL J. Yi Guo Chen 100 2 0 11 Dec 2023
Domain Adaptation of a State of the Art Text-to-SQL Model: Lessons Learned and Challenges Found Irene Manotas Octavian Popescu Ngoc Phuoc An Vo V. Sheinin OOD 56 2 0 09 Dec 2023
LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning Zifan Xu Haozhu Wang Dmitriy Bespalov Peter Stone Yanjun Qi Yanjun Qi ReLM LRM 88 3 0 07 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 107 3 0 06 Dec 2023
ASPEN: High-Throughput LoRA Fine-Tuning of Large Language Models with a Single GPU Zhengmao Ye Dengchun Li Jingqi Tian Tingfeng Lan Jie Zuo ... Hui Lu Yexi Jiang Jian Sha Ke Zhang Mingjie Tang 151 7 0 05 Dec 2023
Competition-Level Problems are Effective LLM Evaluators Yiming Huang Zheng-Wen Lin Xiao Liu Yeyun Gong Shuai Lu ... Yaobo Liang Yelong Shen Chen Lin Nan Duan Weizhu Chen ELM LRM 91 29 0 04 Dec 2023
Fine-Tuning Language Models for Context-Specific SQL Query Generation Amine Rebei 74 6 0 04 Dec 2023
LIMIT: Less Is More for Instruction Tuning Across Evaluation Paradigms Aditi Jha Sam Havens Jeremey Dohmann Alex Trott Jacob P. Portes ALM 50 11 0 22 Nov 2023
On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering Linyong Nan Ellen Zhang Weijin Zou Yilun Zhao Wenfei Zhou Arman Cohan LLMAG 98 14 0 16 Nov 2023
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models Fangzhi Xu Zhiyong Wu Qiushi Sun Siyu Ren Fei Yuan Shuai Yuan Qika Lin Yu Qiao Jun Liu LLMAG 108 37 0 15 Nov 2023
TempTabQA: Temporal Question Answering for Semi-Structured Tables Vivek Gupta Pranshu Kandoi M. Vora Shuo Zhang Yujie He R. Reinanda Vivek Srikumar LMTD 78 21 0 14 Nov 2023
A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases Juan Sequeda D. Allemang Bryon Jacob 52 30 0 13 Nov 2023
Can LLMs Patch Security Issues? Kamel Alrashedy Abdullah Aljasser Pradyumna Tambwekar Matthew Gombolay AAML 87 6 0 13 Nov 2023
$R^3$ -NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL Yuhang Zhou Yu He Siyu Tian Yuchen Ni Zhangyue Yin ... Chuanjun Ji Sen Liu Xipeng Qiu Guangnan Ye Hongfeng Chai 62 5 0 03 Nov 2023
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL Mayank Kothyari Dhruva Dhingra Sunita Sarawagi Soumen Chakrabarti 101 16 0 02 Nov 2023
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text Wenting Zhao Ye Liu Tong Niu Yao Wan Philip S. Yu Shafiq Joty Yingbo Zhou Semih Yavuz LRM 93 7 0 31 Oct 2023
Reboost Large Language Model-based Text-to-SQL, Text-to-Python, and Text-to-Function -- with Real Applications in Traffic Domain Guanghu Sui Zhishuai Li Ziyue Li Sun Yang Jingqing Ruan Hangyu Mao Rui Zhao 97 9 0 28 Oct 2023
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL Ruisheng Cao Hanchong Zhang Hongshen Xu Jieyu Li Da Ma Lu Chen Kai Yu 139 2 0 28 Oct 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 120 23 0 28 Oct 2023
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks Mohammadreza Pourreza Davood Rafiei 72 13 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 81 20 0 27 Oct 2023
SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation A. Bazaga Pietro Lio G. Micklem 97 3 0 27 Oct 2023
The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks Kaiser Sun Adina Williams Dieuwke Hupkes CoGe 74 8 0 26 Oct 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought Hanchong Zhang Ruisheng Cao Lu Chen Hongshen Xu Kai Yu LRM ReLM 68 54 0 26 Oct 2023
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language Mukul Singh J. Cambronero Sumit Gulwani Vu Le Carina Negreanu Elnaz Nouri Mohammad Raza Gust Verbruggen LMTD 76 9 0 26 Oct 2023
API-Assisted Code Generation for Question Answering on Varied Table Structures Yihan Cao Shuyi Chen Ryan Liu Zhiruo Wang Daniel Fried LMTD 72 14 0 23 Oct 2023
Benchmarking and Improving Text-to-SQL Generation under Ambiguity Adithya Bhaskar Tushar Tomar Ashutosh Sathe Sunita Sarawagi 91 22 0 20 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 56 10 0 20 Oct 2023
NameGuess: Column Name Expansion for Tabular Data Jiani Zhang Zhengyuan Shen Balasubramaniam Srinivasan Shen Wang Huzefa Rangwala George Karypis 49 6 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 85 6 0 18 Oct 2023
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison Shuo Sun Yuchen Zhang Jiahuan Yan Yuze Gao Donovan Ong Bin Chen Jian Su ELM ALM 72 13 0 16 Oct 2023
Table-GPT: Table-tuned GPT for Diverse Table Tasks Peng Li Yeye He Dror Yashar Weiwei Cui Song Ge Haidong Zhang D. Fainman Dongmei Zhang Surajit Chaudhuri ALM LMTD 87 82 0 13 Oct 2023
Question Answering for Electronic Health Records: A Scoping Review of datasets and models Jayetri Bardhan Kirk Roberts Daisy Zhe Wang 81 2 0 12 Oct 2023
TabLib: A Dataset of 627M Tables with Context Gus Eggert Kevin Huo Mike Biven Justin Waugh LMTD 84 15 0 11 Oct 2023
Online Speculative Decoding Xiaoxuan Liu Lanxiang Hu Peter Bailis Alvin Cheung Zhijie Deng Ion Stoica Hao Zhang 145 62 0 11 Oct 2023
Lemur: Harmonizing Natural Language and Code for Language Agents Yiheng Xu Hongjin Su Chen Xing Boyu Mi Qian Liu ... Siheng Zhao Lingpeng Kong Bailin Wang Caiming Xiong Tao Yu 99 74 0 10 Oct 2023
SWE-bench: Can Language Models Resolve Real-World GitHub Issues? Carlos E. Jimenez John Yang Alexander Wettig Shunyu Yao Kexin Pei Ofir Press Karthik Narasimhan ELM 144 648 0 10 Oct 2023
Selective Demonstrations for Cross-domain Text-to-SQL Shuaichen Chang Eric Fosler-Lussier 65 22 0 10 Oct 2023
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing Yongrui Chen Shenyu Zhang Guilin Qi Xinnan Guo CLL 69 8 0 07 Oct 2023
Hermes: Unlocking Security Analysis of Cellular Network Protocols by Synthesizing Finite State Machines from Natural Language Specifications Abdullah Al Ishtiaq Sarkar Snigdha Sarathi Das Syed Md Mukit Rashid Ali Ranjbar Kai Tu ... Zhezheng Song Weixuan Wang M. Akon Rui Zhang Syed Rafiul Hussain 45 10 0 06 Oct 2023
Observatory: Characterizing Embeddings of Relational Tables Tianji Cong Madelon Hulsebos Zhenjie Sun Paul Groth H. V. Jagadish 93 10 0 05 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 224 6 0 04 Oct 2023
Can GPT-4 Replicate Empirical Software Engineering Research? Jenny T Liang Carmen Badea Christian Bird R. Deline Denae Ford Nicole Forsgren Thomas Zimmermann 91 11 0 03 Oct 2023
Large Language Models as Analogical Reasoners Michihiro Yasunaga Xinyun Chen Yujia Li Panupong Pasupat J. Leskovec Percy Liang Ed H. Chi Denny Zhou ReLM LRM 111 87 0 03 Oct 2023
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks Soumajyoti Sarkar Leonard Lausen LMTD 83 8 0 01 Oct 2023