TUTA: Tree-based Transformers for Generally Structured Table Pre-training

21 October 2020

Papers citing "TUTA: Tree-based Transformers for Generally Structured Table Pre-training"

23 / 23 papers shown

Title
TabSD: Large Free-Form Table Question Answering with SQL-Based Table Decomposition Yuxiang Wang Junhao Gan Jianzhong Qi LMTD 123 0 0 20 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 128 0 0 20 Feb 2025
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering Yuxiang Wang Jianzhong Qi Junhao Gan LMTD 175 3 0 10 Oct 2024
Seek and Solve Reasoning for Table Question Answering Ruya Jiang Chun Wang Weihong Deng LMTD ReLM LRM 81 3 0 09 Sep 2024
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models Yuzhang Tian Jianbo Zhao Haoyu Dong Junyu Xiong Shiyu Xia ... Yun Lin José Cambronero Yeye He Shi Han Dongmei Zhang LMTD 58 6 0 12 Jul 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 96 12 0 04 Mar 2024
Representations for Question Answering from Documents with Tables and Text Vicky Zayats Kristina Toutanova Mari Ostendorf LMTD 58 37 0 26 Jan 2021
A Graph Representation of Semi-structured Data for Web Question Answering Xingyao Zhang Linjun Shou J. Pei Ming Gong Lijie Wen Daxin Jiang LMTD 44 14 0 14 Oct 2020
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data Pengcheng Yin Graham Neubig Wen-tau Yih Sebastian Riedel RALM LMTD 78 597 0 17 May 2020
AxCell: Automatic Extraction of Results from Machine Learning Papers Marcin Kardas Piotr Czapla Pontus Stenetorp Sebastian Ruder Sebastian Riedel Ross Taylor Robert Stojnic 35 76 0 29 Apr 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig Pawel Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos LMTD RALM 88 650 0 05 Apr 2020
Tree-structured Attention with Hierarchical Accumulation Xuan-Phi Nguyen Shafiq Joty Guosheng Lin R. Socher 49 76 0 19 Feb 2020
Tree Transformer: Integrating Tree Structures into Self-Attention Yau-Shian Wang Hung-yi Lee Yun-Nung Chen 58 146 0 14 Sep 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 88 505 0 05 Sep 2019
Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval Li Deng Shuo Zhang K. Balog LMTD DRL 37 112 0 31 May 2019
Learning Semantic Annotations for Tabular Data Jiaoyan Chen Ernesto Jiménez-Ruiz Ian Horrocks Charles Sutton LMTD 30 56 0 30 May 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 75 2,745 0 22 Jan 2019
ColNet: Embedding the Semantics of Web Tables for Column Type Prediction Jiaoyan Chen Ernesto Jiménez-Ruiz Ian Horrocks Charles Sutton LMTD 33 32 0 04 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Tao Yu Rui Zhang Kai-Chou Yang Michihiro Yasunaga Dongxu Wang ... Irene Li Qingning Yao Shanelle Roman Zilin Zhang Dragomir R. Radev RALM 85 1,229 0 24 Sep 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 454 20,124 0 30 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 665 131,414 0 12 Jun 2017
Compositional Semantic Parsing on Semi-Structured Tables Panupong Pasupat Percy Liang CoGe LMTD 105 785 0 03 Aug 2015