Answering Numerical Reasoning Questions in Table-Text Hybrid Contents
with Graph-based Encoder and Tree-based Decoder

Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder

16 September 2022

Xiang Li

Jun Zhao

Papers citing "Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder"

16 / 16 papers shown

Title
How Robust are the Tabular QA Models for Scientific Tables? A Study using Customized Dataset Akash Ghosh Venkata Sahith Bathini Niloy Ganguly Pawan Goyal Mayank Singh LMTD 16 1 0 30 Mar 2024
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che LRM 26 0 0 16 Feb 2024
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data Fengbin Zhu Ziyang Liu Fuli Feng Chao Wang Moxin Li Tat-Seng Chua LMTD LRM 14 15 0 24 Jan 2024
FinLLMs: A Framework for Financial Reasoning Dataset Generation with Large Language Models Ziqiang Yuan Kaiyuan Wang Shoutai Zhu Ye Yuan Jingya Zhou Yanlin Zhu Wenqi Wei 27 5 0 19 Jan 2024
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
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 17 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 24 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 17 9 0 09 Sep 2023
ReTAG: Reasoning Aware Table to Analytic Text Generation Deepanway Ghosal Preksha Nema A. Raghuveer LMTD LRM 44 5 0 19 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
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
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs Fengbin Zhu Chao Wang Fuli Feng Zifeng Ren Moxin Li Tat-Seng Chua 32 3 0 03 May 2023
A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions Dingzirui Wang Longxu Dou Wanxiang Che 14 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 16 15 0 23 Nov 2022
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks Wenhu Chen Xueguang Ma Xinyi Wang William W. Cohen ReLM ReCod LRM 56 731 0 22 Nov 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 13 20 0 15 Oct 2022