DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data

23 November 2022

Papers citing "DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data"

9 / 9 papers shown

Title
FinQAPT: Empowering Financial Decisions with End-to-End LLM-driven Question Answering Pipeline Kuldeep Singh Simerjot Kaur Charese Smiley AIFin 26 2 0 17 Oct 2024
FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning Xiao Li Bolin Zhu Sichen Liu Yin Zhu Yiwei liu Gong Cheng AIMat 22 0 0 20 Feb 2024
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che LRM 18 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 22 5 0 19 Jan 2024
Retrieval-Augmented Chain-of-Thought in Semi-structured Domains Vaibhav Mavi Abulhair Saparov Chen Zhao LRM 27 4 0 22 Oct 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 19 13 0 19 May 2023
APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning Jiashuo Sun Hang Zhang Chen Lin Nan Duan Yeyun Gong Jian Guo AIMat RALM 21 6 0 14 Dec 2022
MATE: Multi-view Attention for Table Transformer Efficiency Julian Martin Eisenschlos Maharshi Gor Thomas Müller William W. Cohen LMTD 67 92 0 09 Sep 2021