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"

48 / 98 papers shown

Title
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 214 44 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
InfoSync: Information Synchronization across Multilingual Semi-structured TablesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Siddharth Khincha Chelsi Jain Vivek Gupta Tushar Kataria Shuo Zhang SyDa 216 3 0 06 Jul 2023
Retrieval-Based Transformer for Table AugmentationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Michael R. Glass Xueqing Wu Ankita Rajaram Naik Gaetano Rossiello A. Gliozzo RALM LMTD 253 9 0 20 Jun 2023
RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training Zui Chen Lei Cao S. Madden 172 0 0 20 Jun 2023
Virtual Human Generative Model: Masked Modeling Approach for Learning Human Characteristics Kenta Oono Nontawat Charoenphakdee K. Bito Zhengyan Gao Hideyoshi Igata ... Kunihiko Miyoshi Yuki Saito Koki Tsuda Hiroshi Maruyama K. Hayashi 357 1 0 19 Jun 2023
CHORUS: Foundation Models for Unified Data Discovery and ExplorationProceedings of the VLDB Endowment (PVLDB), 2023 Moe Kayali A. Lykov Ilias Fountalis N. Vasiloglou Dan Olteanu Dan Suciu 232 41 0 16 Jun 2023
Column Type Annotation using ChatGPT Keti Korini Christian Bizer LMTD 193 32 0 01 Jun 2023
Schema-Driven Information Extraction from Heterogeneous TablesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Fan Bai Junmo Kang Gabriel Stanovsky Dayne Freitag Alan Ritter LMTD 192 23 0 23 May 2023
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical StudyWeb Search and Data Mining (WSDM), 2023 Yuan Sui Mengyu Zhou Mingjie Zhou Shi Han Dongmei Zhang LMTD 290 154 0 22 May 2023
S2abEL: A Dataset for Entity Linking from Scientific TablesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yuze Lou Bailey Kuehl Erin Bransom Sergey Feldman Aakanksha Naik Doug Downey 200 5 0 30 Apr 2023
Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables Matthias Urban Carsten Binnig 177 8 0 26 Apr 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 375 356 0 24 Apr 2023
KGLiDS: A Platform for Semantic Abstraction, Linking, and Automation of Data ScienceIEEE International Conference on Data Engineering (ICDE), 2023 M. Helali Niki Monjazeb Shubham Vashisth Philippe Carrier Ahmed Helal Antonio Cavalcante Khaled Ammar Katja Hose Essam Mansour 277 5 0 03 Mar 2023
Embeddings for Tabular Data: A Survey Rajat Singh Srikanta J. Bedathur LMTD 130 4 0 23 Feb 2023
Bridge the Gap between Language models and Tabular Understanding Polydoros Giannouris Linjun Shou Ming Gong Jian Pei Chenyu You Jianhui Chang Daxin Jiang Jia Li LMTD 158 8 0 16 Feb 2023
Semi-Structured Object Sequence EncodersConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 V. Rudramurthy Riyaz Ahmad Bhat Chulaka Gunasekara Siva Sankalp Patel H. Wan Tejas I. Dhamecha Danish Contractor Marina Danilevsky 425 0 0 03 Jan 2023
Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training FrameworkIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Zhenyu Li Xiuxing Li Sunqi Fan Jianyong Wang LMTD 306 8 0 20 Dec 2022
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task ConfigurationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Jifan Chen Yuhao Zhang Lan Liu Rui Dong Xinchi Chen Patrick Ng William Yang Wang Zhiheng Huang AI4CE 165 5 0 17 Dec 2022
DeepJoin: Joinable Table Discovery with Pre-trained Language ModelsProceedings of the VLDB Endowment (PVLDB), 2022 Yuyang Dong Chuan Xiao Takuma Nozawa Masafumi Enomoto Masafumi Oyamada 137 40 0 15 Dec 2022
Leveraging Data Recasting to Enhance Tabular ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Aashna Jena Vivek Gupta Manish Shrivastava Julian Martin Eisenschlos LMTD 159 6 0 23 Nov 2022
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jialiang Xu Mengyu Zhou Xinyi He Shi Han Dongmei Zhang AAML ELM AIMat 144 8 0 14 Nov 2022
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural InformationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yijia Shao Mengyu Zhou Yifan Zhong Tao Wu Hongwei Han Shi Han Gideon Huang Dongmei Zhang 3DV 237 4 0 10 Nov 2022
Realistic Data Augmentation Framework for Enhancing Tabular ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 D. K. Santhosh Kumar Vivek Gupta Soumya Sharma Shuo Zhang LMTD 158 4 0 23 Oct 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training Abhilash Shankarampeta Vivek Gupta Shuo Zhang LMTD RALM ReLM 266 6 0 21 Oct 2022
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity RepresentationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zekun Li Jina Kim Yao-Yi Chiang Muhao Chen 231 42 0 21 Oct 2022
Tele-Knowledge Pre-training for Fault AnalysisIEEE International Conference on Data Engineering (ICDE), 2022 Zhuo Chen Wen Zhang Yufen Huang Yin Hua Yuxia Geng ... Song Jiang Zhaoyang Lian Yuchen Ren Lei Cheng Hua-zeng Chen 250 21 0 20 Oct 2022
Table-To-Text generation and pre-training with TabT5Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ewa Andrejczuk Julian Martin Eisenschlos Francesco Piccinno Syrine Krichene Yasemin Altun LMTD 137 38 0 17 Oct 2022
PTab: Using the Pre-trained Language Model for Modeling Tabular Data Guangyi Liu Jie Yang Ledell Yu Wu LMTD 225 42 0 15 Sep 2022
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Xinyi He Mengyu Zhou Mingjie Zhou Jialiang Xu Xiao Lv Tianle Li Yijia Shao Shi Han Zejian Yuan Dongmei Zhang 165 7 0 02 Sep 2022
ASTA: Learning Analytical Semantics over Tables for Intelligent Data Analysis and Visualization Lingbo Li Tianle Li Xinyi He Mengyu Zhou Shi Han Dongmei Zhang LMTD 153 0 0 01 Aug 2022
DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science ArticlesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Tanishq Gupta Mohd Zaki Devanshi Khatsuriya Kausik Hira N. M. A. Krishnan Mausam LMTD CoGe 291 28 0 03 Jul 2022
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning TasksNeural Information Processing Systems (NeurIPS), 2022 Tuan Dinh Yuchen Zeng Ruisu Zhang Ziqian Lin Michael Gira Shashank Rajput Jy-yong Sohn Dimitris Papailiopoulos Kangwook Lee LMTD 503 166 0 14 Jun 2022
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ao Liu Haoyu Dong Naoaki Okazaki Shi Han Dongmei Zhang LMTD 207 25 0 25 May 2022
Table Retrieval May Not Necessitate Table-specific Model Design Zhiruo Wang Zhengbao Jiang Eric Nyberg Graham Neubig LMTD 167 18 0 19 May 2022
TransTab: Learning Transferable Tabular Transformers Across TablesNeural Information Processing Systems (NeurIPS), 2022 Zifeng Wang Jimeng Sun LMTD 183 180 0 19 May 2022
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance LearningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Fei Wang Zhewei Xu Pedro A. Szekely Muhao Chen LMTD 204 56 0 08 May 2022
Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language ModelThe Web Conference (WWW), 2022 Carina Negreanu Alperen Karaoglu Jack Williams Shuang Chen Daniel Fabian Andrew D. Gordon Chin-Yew Lin RALM AIMat LMTD 111 2 0 14 Apr 2022
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream TasksInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Haoyu Dong Zhoujun Cheng Xinyi He Mengyuan Zhou Anda Zhou Fan Zhou Ao Liu Shi Han Dongmei Zhang LMTD 403 73 0 24 Jan 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 303 333 0 16 Jan 2022
CpT: Convolutional Point Transformer for 3D Point Cloud Processing Chaitanya Kaul Joshua Mitton H. Dai Roderick Murray-Smith 3DPC 102 11 0 21 Nov 2021
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining Zhoujun Cheng Haoyu Dong Ran Jia Pengfei Wu Shi Han Fan Cheng Dongmei Zhang AIMat ReLM LMTD LRM 219 31 0 15 Sep 2021
Making Table Understanding Work in Practice Madelon Hulsebos Sneha Gathani James Gale Işıl Dillig Paul T. Groth cCaugatay Demiralp LMTD 140 5 0 11 Sep 2021
ReasonBERT: Pre-trained to Reason with Distant SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Xiang Deng Yu-Chuan Su Alyssa Lees You Wu Cong Yu Huan Sun ReLM RALM OffRL LRM 156 35 0 10 Sep 2021
Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning Vivek Gupta Riyaz Ahmad Bhat Atreya Ghosal Manisha Srivastava M. Singh Vivek Srikumar LMTD 227 19 0 02 Aug 2021
SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training Gowthami Somepalli Micah Goldblum Avi Schwarzschild C. Bayan Bruss Tom Goldstein LMTD 272 407 0 02 Jun 2021
FeTaQA: Free-form Table Question AnsweringTransactions of the Association for Computational Linguistics (TACL), 2021 Linyong Nan Chia-Hsuan Hsieh Ziming Mao Xi Lin Neha Verma ... Isabel Trindade Renusree Bandaru Jacob Cunningham Caiming Xiong Dragomir R. Radev LMTD 291 210 0 01 Apr 2021
Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017 Jeff Johnson Matthijs Douze Edouard Grave 929 4,437 0 28 Feb 2017