Open Question Answering over Tables and Text

20 October 2020

Papers citing "Open Question Answering over Tables and Text"

25 / 125 papers shown

Title
Open Domain Question Answering with A Unified Knowledge Interface Kaixin Ma Hao Cheng Xiaodong Liu Eric Nyberg Jianfeng Gao RALM 134 38 0 16 Oct 2021
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach Qitian Wu Chenxiao Yang Junchi Yan 19 32 0 09 Oct 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 22 27 0 15 Sep 2021
Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification Qi Shi Yu Zhang Qingyu Yin Ting Liu 38 19 0 14 Sep 2021
MATE: Multi-view Attention for Table Transformer Efficiency Julian Martin Eisenschlos Maharshi Gor Thomas Müller William W. Cohen LMTD 67 94 0 09 Sep 2021
Plan-then-Generate: Controlled Data-to-Text Generation via Planning Yixuan Su David Vandyke Sihui Wang Yimai Fang Nigel Collier 23 79 0 31 Aug 2021
Few-Shot Table-to-Text Generation with Prototype Memory Yixuan Su Zaiqiao Meng Simon Baker Nigel Collier 21 32 0 27 Aug 2021
Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models Bogdan Kostić Julian Risch Timo Moller RALM 108 23 0 09 Aug 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering A. Li Patrick K. L. Ng Peng-Tao Xu Henghui Zhu Zhiguo Wang Bing Xiang LMTD 119 31 0 05 Aug 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 13 18 0 02 Aug 2021
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry Yannis Katsis Saneem A. Chemmengath Vishwajeet Kumar Samarth Bharadwaj Mustafa Canim ... A. Gliozzo FeiFei Pan Jaydeep Sen Karthik Sankaranarayanan Soumen Chakrabarti LMTD RALM 11 26 0 24 Jun 2021
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information Rami Aly Zhijiang Guo M. Schlichtkrull James Thorne Andreas Vlachos Christos Christodoulopoulos O. Cocarascu Arpit Mittal HILM 14 173 0 10 Jun 2021
CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question Answering FeiFei Pan Mustafa Canim Michael R. Glass A. Gliozzo Peter Fox VLM LMTD 16 25 0 08 Jun 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 42 268 0 17 May 2021
Retrieving Complex Tables with Multi-Granular Graph Representation Learning Fei Wang Kexuan Sun Muhao Chen Jay Pujara Pedro A. Szekely LMTD 10 44 0 04 May 2021
MultiModalQA: Complex Question Answering over Text, Tables and Images Alon Talmor Ori Yoran Amnon Catav Dan Lahav Yizhong Wang Akari Asai Gabriel Ilharco Hannaneh Hajishirzi Jonathan Berant LMTD 19 148 0 13 Apr 2021
FeTaQA: Free-form Table Question Answering Linyong Nan Chia-Hsuan Hsieh Ziming Mao Xi Victoria Lin Neha Verma ... Isabel Trindade Renusree Bandaru Jacob Cunningham Caiming Xiong Dragomir R. Radev LMTD 12 143 0 01 Apr 2021
Open Domain Question Answering over Tables via Dense Retrieval Jonathan Herzig Thomas Müller Syrine Krichene Julian Martin Eisenschlos LMTD VLM RALM 25 99 0 22 Mar 2021
Joint Verification and Reranking for Open Fact Checking Over Tables M. Schlichtkrull Vladimir Karpukhin Barlas Oğuz M. Lewis Wen-tau Yih Sebastian Riedel 11 24 0 30 Dec 2020
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko M. Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 203 87 0 29 Dec 2020
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval Akari Asai Eunsol Choi RALM 37 51 0 22 Oct 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 257 2,013 0 28 Jul 2020
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 240 579 0 12 Mar 2020
Answering Complex Open-domain Questions Through Iterative Query Generation Peng Qi Xiaowen Lin L. Mehr Zijian Wang Christopher D. Manning RALM ReLM LRM 171 117 0 15 Oct 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Mohit Bansal RALM 156 134 0 17 Sep 2019