TempTabQA: Temporal Question Answering for Semi-Structured Tables

14 November 2023

Papers citing "TempTabQA: Temporal Question Answering for Semi-Structured Tables"

43 / 43 papers shown

Title
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning D. K. Santhosh Kumar Vivek Gupta Soumya Sharma Shuo Zhang LMTD 62 4 0 23 Oct 2022
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning Pan Lu Liang Qiu Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Tanmay Rajpurohit Peter Clark Ashwin Kalyan ReLM LRM 183 298 0 29 Sep 2022
Targeted Extraction of Temporal Facts from Textual Resources for Improved Temporal Question Answering over Knowledge Bases Nithish Kannen Udit Sharma S. Neelam Dinesh Khandelwal S. Ikbal Hima P. Karanam L. V. Subramaniam 28 3 0 21 Mar 2022
A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases S. Neelam Udit Sharma Hima P. Karanam S. Ikbal Pavan Kapanipathi ... Alexander G. Gray Guilherme Lima Ryan Riegel F. Luus L. V. Subramaniam 62 16 0 15 Jan 2022
FRUIT: Faithfully Reflecting Updated Information in Text Robert L Logan IV Alexandre Passos Sameer Singh Ming-Wei Chang KELM 101 42 0 16 Dec 2021
TempoQR: Temporal Question Reasoning over Knowledge Graphs Costas Mavromatis Prasanna Lakkur Subramanyam V. Ioannidis Soji Adeshina Phillip Howard Tetiana Grinberg Nagib Hakim George Karypis 64 50 0 10 Dec 2021
Complex Temporal Question Answering on Knowledge Graphs Zhen Jia Soumajit Pramanik Rishiraj Saha Roy Gerhard Weikum 262 111 0 18 Sep 2021
SituatedQA: Incorporating Extra-Linguistic Contexts into QA Michael J.Q. Zhang Eunsol Choi RALM 81 154 0 13 Sep 2021
FinQA: A Dataset of Numerical Reasoning over Financial Data Zhiyu Chen Wenhu Chen Charese Smiley Sameena Shah Iana Borova ... Reema N Moussa Matthew I. Beane Ting-Hao 'Kenneth' Huang Bryan R. Routledge Wenjie Wang AIMat 118 355 0 01 Sep 2021
A Dataset for Answering Time-Sensitive Questions Wenhu Chen Xinyi Wang Wenjie Wang 112 130 0 13 Aug 2021
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills Ori Yoran Alon Talmor Jonathan Berant ReLM LRM 236 54 0 15 Jul 2021
Time-Aware Language Models as Temporal Knowledge Bases Bhuwan Dhingra Jeremy R. Cole Julian Martin Eisenschlos D. Gillick Jacob Eisenstein William W. Cohen KELM 105 281 0 29 Jun 2021
Question Answering Over Temporal Knowledge Graphs Apoorv Saxena Soumen Chakrabarti Partha P. Talukdar AI4MH 116 138 0 03 Jun 2021
SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS) N. Wang Diwakar Mahajan Marina Danilevsky Sara Rosenthal LMTD 72 56 0 28 May 2021
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance Fengbin Zhu Wenqiang Lei Youcheng Huang Chao Wang Shuo Zhang Jiancheng Lv Fuli Feng Tat-Seng Chua AIMat 126 304 0 17 May 2021
TABBIE: Pretrained Representations of Tabular Data H. Iida Dung Ngoc Thai Varun Manjunatha Mohit Iyyer LMTD SSL VLM 84 177 0 06 May 2021
Capturing Row and Column Semantics in Transformer Based Question Answering over Tables Michael R. Glass Mustafa Canim A. Gliozzo Saneem A. Chemmengath Vishwajeet Kumar Rishav Chakravarti Avirup Sil FeiFei Pan Samarth Bharadwaj Nicolas Rodolfo Fauceglia LMTD 83 54 0 16 Apr 2021
Incorporating External Knowledge to Enhance Tabular Reasoning J. Neeraja Vivek Gupta Vivek Srikumar LMTD 43 39 0 09 Apr 2021
TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training Thomas Müller Julian Martin Eisenschlos Syrine Krichene LMTD 64 15 0 02 Apr 2021
FeTaQA: Free-form Table Question Answering Linyong Nan Chia-Hsuan Hsieh Ziming Mao Xi Lin Neha Verma ... Isabel Trindade Renusree Bandaru Jacob Cunningham Caiming Xiong Dragomir R. Radev LMTD 143 167 0 01 Apr 2021
Representations for Question Answering from Documents with Tables and Text Vicky Zayats Kristina Toutanova Mari Ostendorf LMTD 101 37 0 26 Jan 2021
Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Xi Lin R. Socher Caiming Xiong LMTD 106 210 0 23 Dec 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries Tianze Shi Chen Zhao Jordan L. Boyd-Graber Hal Daumé Lillian Lee 72 80 0 21 Oct 2020
Open Question Answering over Tables and Text Wenhu Chen Ming-Wei Chang Eva Schlinger Wenjie Wang William W. Cohen LMTD RALM 99 202 0 20 Oct 2020
Understanding tables with intermediate pre-training Julian Martin Eisenschlos Syrine Krichene Thomas Müller LMTD 145 121 0 01 Oct 2020
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Tao Yu Chien-Sheng Wu Xi Lin Bailin Wang Y. Tan Xinyi Yang Dragomir R. Radev R. Socher Caiming Xiong LMTD 99 255 0 29 Sep 2020
DART: Open-Domain Structured Data Record to Text Generation Linyong Nan Dragomir R. Radev Rui Zhang Amrit Rau Abhinand Sivaprasad ... Y. Tan Xi Lin Caiming Xiong R. Socher Nazneen Rajani 60 201 0 06 Jul 2020
Summarizing and Exploring Tabular Data in Conversational Search Shuo Zhang Zhuyun Dai K. Balog Jamie Callan RALM LMTD 100 41 0 23 May 2020
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data Pengcheng Yin Graham Neubig Wen-tau Yih Sebastian Riedel RALM LMTD 103 608 0 17 May 2020
INFOTABS: Inference on Tables as Semi-structured Data Vivek Gupta Maitrey Mehta Pegah Nokhiz Vivek Srikumar LMTD 73 112 0 13 May 2020
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions Qiang Ning Hao Wu Rujun Han Nanyun Peng Matt Gardner Dan Roth 78 111 0 01 May 2020
ToTTo: A Controlled Table-To-Text Generation Dataset Ankur P. Parikh Xuezhi Wang Sebastian Gehrmann Manaal Faruqui Bhuwan Dhingra Diyi Yang Dipanjan Das LMTD 110 368 0 29 Apr 2020
Logical Natural Language Generation from Open-Domain Tables Wenhu Chen Jianshu Chen Yunde Su Zhiyu Zoey Chen William Yang Wang LMTD 77 159 0 22 Apr 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data Wenhu Chen Hanwen Zha Zhiyu Zoey Chen Wenhan Xiong Hong Wang Wenjie Wang 79 309 0 15 Apr 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig Pawel Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos LMTD RALM 120 657 0 05 Apr 2020
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 115 514 0 05 Sep 2019
TEQUILA: Temporal Question Answering over Knowledge Bases Zhen Jia Abdalghani Abujabal Rishiraj Saha Roy Jannik Strötgen Gerhard Weikum 95 110 0 09 Aug 2019
CogCompTime: A Tool for Understanding Time in Natural Language Text Qiang Ning Ben Zhou Zhili Feng Haoruo Peng Dan Roth 59 57 0 12 Jun 2019
Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval Li Deng Shuo Zhang K. Balog LMTD DRL 51 114 0 31 May 2019
ERNIE: Enhanced Language Representation with Informative Entities Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu 123 1,402 0 17 May 2019
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 133 1,245 0 24 Sep 2018
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 141 1,206 0 31 Aug 2017
Compositional Semantic Parsing on Semi-Structured Tables Panupong Pasupat Percy Liang CoGe LMTD 142 793 0 03 Aug 2015