TABBIE: Pretrained Representations of Tabular Data

North American Chapter of the Association for Computational Linguistics (NAACL), 2021

6 May 2021

Papers citing "TABBIE: Pretrained Representations of Tabular Data"

50 / 96 papers shown

Title
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning Jiaru Zou Soumya Roy Vinay Kumar Verma Z. Wang David Wipf Pan Lu Sumit Negi James Zou Jingrui He LMTD LRM 149 1 0 07 Oct 2025
Discovering Association Rules in High-Dimensional Small Tabular Data Erkan Karabulut Daniel Daza Paul T. Groth Victoria Degeler LMTD 154 0 0 24 Sep 2025
Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification Yifei Yuan Jiatong Li Weijia Zhang Mohammad Aliannejadi Evangelos Kanoulas Renjun Hu LMTD 92 0 0 29 Aug 2025
Robust Detection of Synthetic Tabular Data under Schema Variability G. C. N. Kindji Elisa Fromont L. Rojas-Barahona Tanguy Urvoy LMTD 66 0 0 27 Aug 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding T. Nguyen Hoang Ngo Dinh Q. Phung Thuy-Trang Vu Dat Quoc Nguyen LMTD 70 3 0 23 Aug 2025
Tabular Data Understanding with LLMs: A Survey of Recent Advances and Challenges Xiaofeng Wu Alan Ritter Wei Xu LMTD 181 4 0 31 Jul 2025
Atomic Reasoning for Scientific Table Claim Verification Yuji Zhang Qingyun Wang Cheng Qian Jiateng Liu Chenkai Sun Denghui Zhang Tarek Abdelzaher Chengxiang Zhai Preslav Nakov Heng Ji LMTD LRM 159 5 0 08 Jun 2025
LLM-Symbolic Integration for Robust Temporal Tabular ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Atharv Kulkarni Kushagra Dixit Vivek Srikumar Dan Roth Vivek Gupta LMTD 171 3 0 06 Jun 2025
Large Language Models are Good Relational LearnersAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Fang Wu Vijay Prakash Dwivedi Jure Leskovec 230 3 0 06 Jun 2025
Datum-wise Transformer for Synthetic Tabular Data Detection in the Wild G. C. N. Kindji Elisa Fromont L. Rojas-Barahona Tanguy Urvoy 162 0 0 10 Apr 2025
TransientTables: Evaluating LLMs' Reasoning on Temporally Evolving Semi-structured TablesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Abhilash Shankarampeta Harsh Mahajan Tushar Kataria Dan Roth Vivek Gupta LMTD ReLM LRM 152 2 0 02 Apr 2025
RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking Jiaru Zou Dongqi Fu Sirui Chen Xinrui He Zihao Li Yada Zhu Jiawei Han Jingrui He LMTD 328 2 0 02 Apr 2025
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Xinyi He Yihao Liu Mengyu Zhou Yeye He Haoyu Dong Shi Han Zejian Yuan Dongmei Zhang LMTD 303 4 0 06 Mar 2025
In-context Learning of Evolving Data Streams with Tabular Foundational Models Afonso Lourenço João Gama Eric P. Xing Goreti Marreiros 299 0 0 24 Feb 2025
Tabular Embeddings for Tables with Bi-Dimensional Hierarchical Metadata and NestingInternational Conference on Extending Database Technology (EDBT), 2025 Gyanendra Shrestha Chutain Jiang Sai Akula Vivek Yannam Anna Pyayt Michael Gubanov LMTD 254 2 0 20 Feb 2025
Data Wrangling Task Automation Using Code-Generating Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2025 Ashlesha Akella Krishnasuri Narayanam SyDa 150 0 0 05 Feb 2025
2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language ModelsThe Web Conference (WWW), 2024 Jia-Nan Li Jian Guan Wei Wu Zhengtao Yu Rui Yan LMTD 254 3 0 29 Sep 2024
Language Modeling on Tabular Data: A Survey of Foundations, Techniques and Evolution Yucheng Ruan Xiang Lan Jingying Ma Yizhi Dong Kai He Mengling Feng LMTD 251 18 0 20 Aug 2024
Enhancing Temporal Understanding in LLMs for Semi-structured Tables Irwin Deng Kushagra Dixit Vivek Gupta Dan Roth LMTD 300 9 0 22 Jul 2024
Transformers with Stochastic Competition for Tabular Data Modelling Andreas Voskou Charalambos Christoforou S. Chatzis LMTD 229 3 0 18 Jul 2024
ESQA: Event Sequences Question Answering Irina Abdullaeva Andrei Filatov Mikhail Orlov Ivan Karpukhin Viacheslav Vasilev Denis Dimitrov Andrey Kuznetsov Ivan A Kireev Ivan A Kireev 139 1 0 03 Jul 2024
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes Aamod Khatiwada Harsha Kokel Ibrahim Abdelaziz Subhajit Chaudhury Julian T Dolby Oktie Hassanzadeh Zhenhan Huang Tejaswini Pedapati Horst Samulowitz Kavitha Srinivas LMTD 327 6 0 28 Jun 2024
Beyond Text-to-SQL for IoT Defense: A Comprehensive Framework for Querying and Classifying IoT Threats Ryan Pavlich Nima Ebadi Richard Tarbell Billy Linares Adrian Tan ... Jerris George Rocky Slavin Kim-Kwang Raymond Choo Glenn Dietrich Anthony Rios 204 2 0 25 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Sara Szymkuć Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 320 81 0 16 Jun 2024
TabularFM: An Open Framework For Tabular Foundational ModelsBigData Congress [Services Society] (BSS), 2024 Quan M. Tran Suong N. Hoang Lam M. Nguyen Dzung Phan Hoang Thanh Lam LMTD 176 2 0 14 Jun 2024
KGLink: A column type annotation method that combines knowledge graph and pre-trained language model Yubo Wang Hao Xin Lei Chen LMTD 170 4 0 01 Jun 2024
An Automatic Prompt Generation System for Tabular Data TasksNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Ashlesha Akella Abhijit Manatkar Brij Chavda Hima Patel LMTD 146 2 0 09 May 2024
Graph Neural Network Approach to Semantic Type Detection in Tables Ehsan Hoseinzade Ke Wang 192 1 0 30 Apr 2024
Towards Universal Dense Blocking for Entity Resolution Tianshu Wang Hongyu Lin Xianpei Han Xiaoyang Chen Boxi Cao Le Sun 156 4 0 23 Apr 2024
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios Yanling Wang Jing Zhang Zeyao Ma Yang Li Bohan Zhang ... Didong Li Shu Zhao Juan-Zi Li Jie Tang J. Tang LMTD RALM 353 70 0 28 Mar 2024
Wiki-TabNER: Integrating Named Entity Recognition into Wikipedia Tables A. Koleva Martin Ringsquandl Ahmed Hatem Thomas Runkler Volker Tresp LMTD 167 0 0 07 Mar 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 345 20 0 04 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 436 158 0 27 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 230 77 0 04 Feb 2024
Attention versus Contrastive Learning of Tabular Data -- A Data-centric BenchmarkingInternational Journal of Data Science and Analysis (JDSA), 2024 S. B. Rabbani Ivan V. Medri Manar D. Samad 244 9 0 08 Jan 2024
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yuan Sui Jiaru Zou Mengyu Zhou Xinyi He Lun Du Shi Han Dongmei Zhang LRM LMTD 154 40 0 14 Dec 2023
MotherNet: Fast Training and Inference via Hyper-Network TransformersInternational Conference on Learning Representations (ICLR), 2023 Andreas Müller Carlo Curino Raghu Ramakrishnan LMTD 193 11 0 14 Dec 2023
Jellyfish: A Large Language Model for Data Preprocessing Haochen Zhang Yuyang Dong Chuan Xiao Masafumi Oyamada 428 36 0 04 Dec 2023
AdaTyper: Adaptive Semantic Column Type Detection Madelon Hulsebos Paul Groth cCaugatay Demiralp LMTD 104 4 0 23 Nov 2023
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models Shicheng Liu Jialiang Xu Wesley Tjangnaka Sina J. Semnani Chen Jie Yu Monica S. Lam 242 11 0 16 Nov 2023
TableLlama: Towards Open Large Generalist Models for TablesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Tianshu Zhang Xiang Yue Yifei Li Huan Sun LMTD ALM 260 156 0 15 Nov 2023
TempTabQA: Temporal Question Answering for Semi-Structured TablesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Vivek Gupta Pranshu Kandoi M. Vora Shuo Zhang Yujie He R. Reinanda Vivek Srikumar LMTD 217 33 0 14 Nov 2023
NameGuess: Column Name Expansion for Tabular Data Jiani Zhang Zhengyuan Shen Ninad Kulkarni Shen Wang Huzefa Rangwala George Karypis 119 12 0 19 Oct 2023
Reconstructing Materials Tetrahedron: Challenges in Materials Information ExtractionDigital Discovery (DD), 2023 Kausik Hira Mohd Zaki Dhruvil Sheth Mausam Mausam N. M. A. Krishnan 209 17 0 12 Oct 2023
TabLib: A Dataset of 627M Tables with Context Gus Eggert Kevin Huo Mike Biven Justin Waugh LMTD 137 18 0 11 Oct 2023
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks Soumajyoti Sarkar Leonard Lausen LMTD 163 9 0 01 Oct 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Alexander Hanbo Li Mingyue Shang Evangelia Spiliopoulou Jie Ma Patrick Ng ... William Yang Wang Kathleen McKeown Vittorio Castelli Dan Roth Bing Xiang 128 4 0 10 Aug 2023
NCART: Neural Classification and Regression Tree for Tabular DataPattern Recognition (Pattern Recogn.), 2023 Jiaqi Luo Shi-qian Xu 168 18 0 23 Jul 2023
HYTREL: Hypergraph-enhanced Tabular Data Representation LearningNeural Information Processing Systems (NeurIPS), 2023 Pei Chen Soumajyoti Sarkar Leonard Lausen Ninad Kulkarni Sheng Zha Ruihong Huang George Karypis LMTD 206 42 0 14 Jul 2023
LakeBench: Benchmarks for Data Discovery over Data Lakes Kavitha Srinivas Julian T Dolby Ibrahim Abdelaziz Oktie Hassanzadeh Harsha Kokel Aamod Khatiwada Tejaswini Pedapati Subhajit Chaudhury Horst Samulowitz 157 14 0 09 Jul 2023