TABBIE: Pretrained Representations of Tabular Data

6 May 2021

Papers citing "TABBIE: Pretrained Representations of Tabular Data"

50 / 85 papers shown

Title
Datum-wise Transformer for Synthetic Tabular Data Detection in the Wild G. C. N. Kindji Elisa Fromont L. Rojas-Barahona Tanguy Urvoy 32 0 0 10 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 51 0 0 02 Apr 2025
GTR: Graph-Table-RAG for Cross-Table Question Answering Jiaru Zou Dongqi Fu Sirui Chen Xinrui He Zihao Li Yada Zhu Jiawei Han Jingrui He LMTD 45 0 0 02 Apr 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 83 0 0 06 Mar 2025
In-context learning of evolving data streams with tabular foundational models Afonso Lourenço João Gama Eric P. Xing Goreti Marreiros 61 0 0 24 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 97 0 0 20 Feb 2025
Data Wrangling Task Automation Using Code-Generating Language Models Ashlesha Akella Krishnasuri Narayanam SyDa 52 0 0 05 Feb 2025
2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language Models Jia-Nan Li Jian Guan Wei Wu Zhengtao Yu Rui Yan LMTD 44 1 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 65 3 0 20 Aug 2024
Enhancing Temporal Understanding in LLMs for Semi-structured Tables Irwin Deng Kushagra Dixit Vivek Gupta Dan Roth LMTD 32 2 0 22 Jul 2024
Transformers with Stochastic Competition for Tabular Data Modelling Andreas Voskou Charalambos Christoforou S. Chatzis LMTD 37 1 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 Andrey Savchenko 49 0 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 28 2 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 30 0 0 25 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 44 27 0 16 Jun 2024
TabularFM: An Open Framework For Tabular Foundational Models Quan M. Tran Suong N. Hoang Lam M. Nguyen Dzung Phan Hoang Thanh Lam LMTD 32 1 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 21 3 0 01 Jun 2024
An Automatic Prompt Generation System for Tabular Data Tasks Ashlesha Akella Abhijit Manatkar Brij Chavda Hima Patel LMTD 21 0 0 09 May 2024
Graph Neural Network Approach to Semantic Type Detection in Tables Ehsan Hoseinzade Ke Wang 31 0 0 30 Apr 2024
Towards Universal Dense Blocking for Entity Resolution Tianshu Wang Hongyu Lin Xianpei Han Xiaoyang Chen Boxi Cao Le Sun 43 1 0 23 Apr 2024
Wiki-TabNER: Integrating Named Entity Recognition into Wikipedia Tables A. Koleva Martin Ringsquandl Ahmed Hatem Thomas Runkler Volker Tresp LMTD 46 0 0 07 Mar 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 56 7 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 37 66 0 27 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 55 24 0 04 Feb 2024
Attention versus Contrastive Learning of Tabular Data -- A Data-centric Benchmarking S. B. Rabbani Ivan V. Medri Manar D. Samad 13 8 0 08 Jan 2024
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 16 23 0 14 Dec 2023
MotherNet: Fast Training and Inference via Hyper-Network Transformers Andreas Müller Carlo Curino Raghu Ramakrishnan LMTD 38 2 0 14 Dec 2023
Jellyfish: A Large Language Model for Data Preprocessing Haochen Zhang Yuyang Dong Chuan Xiao M. Oyamada 27 26 0 04 Dec 2023
AdaTyper: Adaptive Semantic Column Type Detection Madelon Hulsebos Paul Groth cCaugatay Demiralp LMTD 14 3 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 39 4 0 16 Nov 2023
TableLlama: Towards Open Large Generalist Models for Tables Tianshu Zhang Xiang Yue Yifei Li Huan Sun LMTD ALM 20 81 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 21 16 0 14 Nov 2023
NameGuess: Column Name Expansion for Tabular Data Jiani Zhang Zhengyuan Shen Balasubramaniam Srinivasan Shen Wang Huzefa Rangwala George Karypis 13 4 0 19 Oct 2023
Reconstructing Materials Tetrahedron: Challenges in Materials Information Extraction Kausik Hira Mohd Zaki Dhruvil Sheth Mausam Mausam N. M. A. Krishnan 19 8 0 12 Oct 2023
TabLib: A Dataset of 627M Tables with Context Gus Eggert Kevin Huo Mike Biven Justin Waugh LMTD 26 10 0 11 Oct 2023
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks Soumajyoti Sarkar Leonard Lausen LMTD 18 5 0 01 Oct 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning A. Li Mingyue Shang Evangelia Spiliopoulou Jie Ma Patrick K. L. Ng ... William Yang Wang Kathleen McKeown Vittorio Castelli Dan Roth Bing Xiang 38 2 0 10 Aug 2023
NCART: Neural Classification and Regression Tree for Tabular Data Jiaqi Luo Shi-qian Xu 17 8 0 23 Jul 2023
HYTREL: Hypergraph-enhanced Tabular Data Representation Learning Pei Chen Soumajyoti Sarkar Leonard Lausen Balasubramaniam Srinivasan Sheng Zha Ruihong Huang George Karypis LMTD 30 33 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 18 10 0 09 Jul 2023
InfoSync: Information Synchronization across Multilingual Semi-structured Tables Siddharth Khincha Chelsi Jain Vivek Gupta Tushar Kataria Shuo Zhang SyDa 28 2 0 06 Jul 2023
Retrieval-Based Transformer for Table Augmentation Michael R. Glass Xueqing Wu Ankita Rajaram Naik Gaetano Rossiello A. Gliozzo RALM LMTD 24 6 0 20 Jun 2023
RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training Zui Chen Lei Cao S. Madden 22 0 0 20 Jun 2023
Virtual Human Generative Model: Masked Modeling Approach for Learning Human Characteristics Kenta Oono Nontawat Charoenphakdee K. Bito Zhengyan Gao Yoshiaki Ota ... Kohei Hayashi Yuki Saito Koki Tsuda Hiroshi Maruyama K. Hayashi 30 1 0 19 Jun 2023
CHORUS: Foundation Models for Unified Data Discovery and Exploration Moe Kayali A. Lykov Ilias Fountalis N. Vasiloglou Dan Olteanu Dan Suciu 23 21 0 16 Jun 2023
Column Type Annotation using ChatGPT Keti Korini Christian Bizer LMTD 9 26 0 01 Jun 2023
Schema-Driven Information Extraction from Heterogeneous Tables Fan Bai Junmo Kang Gabriel Stanovsky Dayne Freitag Alan Ritter LMTD 13 10 0 23 May 2023
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study Yuan Sui Mengyu Zhou Mingjie Zhou Shi Han Dongmei Zhang LMTD 21 71 0 22 May 2023
S2abEL: A Dataset for Entity Linking from Scientific Tables Yuze Lou Bailey Kuehl Erin Bransom Sergey Feldman Aakanksha Naik Doug Downey 27 5 0 30 Apr 2023
Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables Matthias Urban Carsten Binnig 34 5 0 26 Apr 2023