Open Question Answering over Tables and Text

20 October 2020

Papers citing "Open Question Answering over Tables and Text"

50 / 125 papers shown

Title
SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA Jonathan Tonglet Manon Reusens Philipp Borchert Bart Baesens 29 5 0 10 Oct 2023
Human Mobility Question Answering (Vision Paper) Hao Xue Flora D. Salim 16 0 0 02 Oct 2023
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks Soumajyoti Sarkar Leonard Lausen LMTD 18 5 0 01 Oct 2023
HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering Tongxu Luo Fangyu Lei Jiahe Lei Weihao Liu Shihu He Jun Zhao Kang Liu 24 3 0 22 Sep 2023
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables Wenting Zhao Ye Liu Yao Wan Yibo Wang Zhongfen Deng Philip S. Yu RALM LMTD 19 7 0 20 Sep 2023
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval Nengzheng Jin Dongfang Li Junying Chen Joanna Siebert Qingcai Chen RALM LMTD 30 2 0 19 Sep 2023
HopPG: Self-Iterative Program Generation for Multi-Hop Question Answering over Heterogeneous Knowledge Yingyao Wang Yongwei Zhou Chaoqun Duan Junwei Bao T. Zhao 15 3 0 22 Aug 2023
Generator-Retriever-Generator Approach for Open-Domain Question Answering Abdelrahman Abdallah Adam Jatowt RALM 23 10 0 21 Jul 2023
InfoSync: Information Synchronization across Multilingual Semi-structured Tables Siddharth Khincha Chelsi Jain Vivek Gupta Tushar Kataria Shuo Zhang SyDa 28 2 0 06 Jul 2023
TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering Jian Wu Yicheng Xu Yan Gao Jian-Guang Lou Börje F. Karlsson Manabu Okumura LMTD 13 3 0 24 May 2023
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions W. Yu Meng-Long Jiang Peter Clark Ashish Sabharwal 15 21 0 23 May 2023
The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models Shuo Zhang Liangming Pan Junzhou Zhao W. Wang HILM 26 0 0 23 May 2023
S $^3$ HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering Fangyu Lei Xiang Li Yifan Wei Shizhu He Yiming Huang Jun Zhao Kang Liu RALM 30 13 0 19 May 2023
Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over Table Sunjun Kweon Yeonsu Kwon Seonhee Cho Yohan Jo E. Choi LMTD RALM 11 17 0 12 May 2023
Multi-View Graph Representation Learning for Answering Hybrid Numerical Reasoning Question Yifan Wei Fangyu Lei Yuanzhe Zhang Jun Zhao Kang Liu AIMat 16 10 0 05 May 2023
Chain-of-Skills: A Configurable Model for Open-domain Question Answering Kaixin Ma Hao Cheng Yu Zhang Xiaodong Liu Eric Nyberg Jianfeng Gao LRM 20 15 0 04 May 2023
The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents Xing Han Lù Siva Reddy H. D. Vries LMTD 23 7 0 03 Apr 2023
cTBLS: Augmenting Large Language Models with Conversational Tables Anirudh S. Sundar Larry Heck LMTD 21 7 0 21 Mar 2023
Adapting Knowledge for Few-shot Table-to-Text Generation Zhixin Guo Min Yan Jiexing Qi Jianping Zhou Ziwei He Guanjie Zheng Xinbing Wang VLM LMTD 21 2 0 24 Feb 2023
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark D. Ribeiro Shen Wang Xiaofei Ma He Zhu Rui Dong ... William Yang Wang Zhiheng Huang George Karypis Bing Xiang Dan Roth LRM ReLM 20 23 0 13 Feb 2023
Few-Shot Table-to-Text Generation with Prompt Planning and Knowledge Memorization Zhixin Guo Minyxuan Yan Jiexing Qi Jianping Zhou Ziwei He Zhouhan Lin Guanjie Zheng Xinbing Wang LMTD VLM 11 3 0 09 Feb 2023
A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions Dingzirui Wang Longxu Dou Wanxiang Che 23 5 0 27 Dec 2022
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data Xiao Li Yin Zhu Sichen Liu Jiangzhou Ju Yuzhong Qu Gong Cheng AIMat RALM LRM 19 15 0 23 Nov 2022
NAPG: Non-Autoregressive Program Generation for Hybrid Tabular-Textual Question Answering Tengxun Zhang Hongfei Xu Josef van Genabith Deyi Xiong Hongying Zan AIMat LRM 16 5 0 07 Nov 2022
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning D. K. Santhosh Kumar Vivek Gupta Soumya Sharma Shuo Zhang LMTD 19 3 0 23 Oct 2022
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge Kaixin Ma Hao Cheng Xiaodong Liu Eric Nyberg Jianfeng Gao LRM 130 14 0 22 Oct 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training Abhilash Shankarampeta Vivek Gupta Shuo Zhang LMTD RALM ReLM 60 6 0 21 Oct 2022
Self-supervised Graph Masking Pre-training for Graph-to-Text Generation Jiuzhou Han Ehsan Shareghi 20 13 0 19 Oct 2022
MuGER $^2$ : Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering Yingyao Wang Junwei Bao Chaoqun Duan Youzheng Wu Xiaodong He T. Zhao 19 13 0 19 Oct 2022
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance Yang Deng Wenqiang Lei Wenxuan Zhang W. Lam Tat-Seng Chua 36 51 0 17 Oct 2022
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation Yongwei Zhou Junwei Bao Chaoqun Duan Youzheng Wu Xiaodong He T. Zhao ReLM RALM LMTD LRM 18 20 0 15 Oct 2022
Large Language Models are few(1)-shot Table Reasoners Wenhu Chen LMTD ReLM LRM 14 138 0 13 Oct 2022
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA Junjie Huang Wanjun Zhong Qianchu Liu Ming Gong Daxin Jiang Nan Duan VLM RALM LMTD 103 14 0 11 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 A. Kalyan ReLM LRM 30 268 0 29 Sep 2022
Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder Fangyu Lei Shizhu He Xiang Li Jun Zhao Kang Liu AIMat LMTD 19 23 0 16 Sep 2022
Interactive Question Answering Systems: Literature Review Giovanni Maria Biancofiore Yashar Deldjoo T. D. Noia E. Sciascio F. Narducci 32 13 0 04 Sep 2022
Few-Shot Table-to-Text Generation with Prefix-Controlled Generator Yutao Luo Menghua Lu Gongshen Liu Shilin Wang LMTD 11 8 0 23 Aug 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 39 0 0 01 Aug 2022
A Survey on Table Question Answering: Recent Advances Nengzheng Jin Joanna Siebert Dongfang Li Qingcai Chen LMTD 42 41 0 12 Jul 2022
BioTABQA: Instruction Learning for Biomedical Table Question Answering Man Luo S. Saxena Swaroop Mishra Mihir Parmar Chitta Baral LMTD 149 15 0 06 Jul 2022
Entity Linking in Tabular Data Needs the Right Attention Miltiadis Marios Katsakioris Yiwei Zhou Daniele Masato LMTD 16 3 0 05 Jul 2022
OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience Miaoran Li Baolin Peng Jianfeng Gao Zhu Zhang 58 9 0 24 Jun 2022
Business Document Information Extraction: Towards Practical Benchmarks Matyás Skalický Stepán Simsa Michal Uřičář Milan Šulc 17 9 0 20 Jun 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 47 525 0 13 Jun 2022
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages Zihan Zhao Lu Chen Ruisheng Cao Hongshen Xu Xingyu Chen Kai Yu 31 9 0 13 May 2022
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data Kai Nakamura Sharon Levy Yi-Lin Tuan Wenhu Chen W. Wang LMTD 19 32 0 28 Apr 2022
Conversational Question Answering on Heterogeneous Sources Philipp Christmann Rishiraj Saha Roy G. Weikum 24 40 0 25 Apr 2022
End-to-End Table Question Answering via Retrieval-Augmented Generation FeiFei Pan Mustafa Canim Michael R. Glass A. Gliozzo James A. Hendler RALM 3DV LMTD 14 14 0 30 Mar 2022
Reasoning over Hybrid Chain for Table-and-Text Open Domain QA Wanjun Zhong Junjie Huang Qianchu Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan LMTD ReLM LRM 22 12 0 15 Jan 2022
Multi-Row, Multi-Span Distant Supervision For Table+Text Question Vishwajeet Kumar Yash Gupta Saneem A. Chemmengath Jaydeep Sen Soumen Chakrabarti Samarth Bharadwaj FeiFei Pan RALM LMTD 19 8 0 14 Dec 2021