S$^3$HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid
Question Answering

S $^3$ HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering

19 May 2023

Xiang Li

Yifan Wei

Jun Zhao

Papers citing "S$^3$HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering"

12 / 12 papers shown

Title
TTQA-RS- A break-down prompting approach for Multi-hop Table-Text Question Answering with Reasoning and Summarization Jayetri Bardhan Bushi Xiao Daisy Zhe Wang LRM LMTD 19 2 0 20 Jun 2024
SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing Heidi C. Zhang Sina J. Semnani Farhad Ghassemi Jialiang Xu Shicheng Liu Monica S. Lam RALM 24 6 0 01 Jun 2024
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering Wei Zhou Mohsen Mesgar Heike Adel Annemarie Friedrich LMTD 56 6 0 29 Apr 2024
Denoising Table-Text Retrieval for Open-Domain Question Answering Deokhyung Kang Baikjin Jung Yunsu Kim Gary Geunbae Lee RALM LMTD 19 0 0 26 Mar 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 48 7 0 04 Mar 2024
CABINET: Content Relevance based Noise Reduction for Table Question Answering Sohan Patnaik Heril Changwal Milan Aggarwal Sumita Bhatia Yaman Kumar Balaji Krishnamurthy LMTD RALM 36 18 0 02 Feb 2024
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models Shicheng Liu Jialiang Xu Wesley Tjangnaka Sina J. Semnani Chen Jie Yu Monica S. Lam 19 4 0 16 Nov 2023
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models Yifan Wei Yisong Su Huanhuan Ma Xiaoyan Yu Fangyu Lei Yuanzhe Zhang Jun Zhao Kang Liu LRM 11 9 0 08 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 19 3 0 22 Sep 2023
MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images Weihao Liu Fangyu Lei Tongxu Luo Jiahe Lei Shizhu He Jun Zhao Kang Liu LMTD 14 9 0 09 Sep 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022
MATE: Multi-view Attention for Table Transformer Efficiency Julian Martin Eisenschlos Maharshi Gor Thomas Müller William W. Cohen LMTD 67 93 0 09 Sep 2021