GitTables: A Large-Scale Corpus of Relational Tables

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GitTables: A Large-Scale Corpus of Relational Tables

14 June 2021

Madelon Hulsebos

cCaugatay Demiralp

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Papers citing "GitTables: A Large-Scale Corpus of Relational Tables"

18 / 18 papers shown

Title
TARGET: Benchmarking Table Retrieval for Generative Tasks Xingyu Ji Parker Glenn Aditya G. Parameswaran Madelon Hulsebos LMTD RALM 96 1 0 14 May 2025
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 96 36 0 28 Mar 2024
TCN: Table Convolutional Network for Web Table Interpretation Daheng Wang Prashant Shiralkar Colin Lockard Binxuan Huang Xin Luna Dong Meng Jiang LMTD 43 55 0 17 Feb 2021
Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models Alex Tamkin Miles Brundage Jack Clark Deep Ganguli AILaw ELM 279 267 0 04 Feb 2021
Large image datasets: A pyrrhic win for computer vision? Vinay Uday Prabhu Abeba Birhane 80 367 0 24 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 889 42,463 0 28 May 2020
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data Pengcheng Yin Graham Neubig Wen-tau Yih Sebastian Riedel RALM LMTD 99 606 0 17 May 2020
REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets Angelina Wang Alexander Liu Ryan Zhang Anat Kleiman Leslie Kim Dora Zhao Iroha Shirai Arvind Narayanan Olga Russakovsky 61 190 0 16 Apr 2020
Sato: Contextual Semantic Type Detection in Tables Dan Zhang Yoshihiko Suhara Jinfeng Li Madelon Hulsebos cCaugatay Demiralp W. Tan LMTD 40 15 0 14 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 488 20,342 0 23 Oct 2019
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 109 514 0 05 Sep 2019
Database Meets Deep Learning: Challenges and Opportunities Wei Wang Meihui Zhang Gang Chen H. V. Jagadish Beng Chin Ooi K. Tan 75 148 0 21 Jun 2019
Sherlock: A Deep Learning Approach to Semantic Data Type Detection Madelon Hulsebos K. Hu Michiel A. Bakker Emanuel Zgraggen Arvind Satyanarayan Tim Kraska cCaugatay Demiralp César A. Hidalgo HAI 66 181 0 25 May 2019
VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository K. Hu Neil Gaikwad Michiel A. Bakker Madelon Hulsebos Emanuel Zgraggen César A. Hidalgo Tim Kraska Guoliang Li Arvind Satyanarayan Çağatay Demiralp 72 109 0 12 May 2019
Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift Stephan Rabanser Stephan Günnemann Zachary Chase Lipton 63 371 0 29 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 232 9,986 0 15 Jul 2016
The CTU Prague Relational Learning Repository Jan Motl Oliver Schulte 58 51 0 10 Nov 2015

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