Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning

28 January 2021

Papers citing "Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning"

8 / 8 papers shown

Title
Neuro-Symbolic AI: Explainability, Challenges, and Future Trends Xin Zhang Victor S. Sheng AI4TS 66 6 0 07 Nov 2024
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation Swarnadeep Saha Xinyan Velocity Yu Joey Tianyi Zhou Ramakanth Pasunuru Asli Celikyilmaz ReLM LRM 49 11 0 16 Dec 2022
Teaching Neural Module Networks to Do Arithmetic Jiayi Chen Xiao-Yu Guo Yuan-Fang Li Gholamreza Haffari AIMat LRM 52 2 0 06 Oct 2022
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees Swarnadeep Saha Shiyue Zhang Peter Hase Joey Tianyi Zhou 106 20 0 21 Sep 2022
Discourse-Aware Graph Networks for Textual Logical Reasoning Yinya Huang Lemao Liu Kun Xu Meng Fang Liang Lin Xi Liang NAI 52 5 0 04 Jul 2022
Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge Ashwani Tanwar Jingqing Zhang Julia Ive Vibhor Gupta Yike Guo 71 3 0 19 Apr 2022
Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text Xiao-Yu Guo Yuan-Fang Li Gholamreza Haffari ReLM AIMat LRM 68 3 0 06 Sep 2021
From LSAT: The Progress and Challenges of Complex Reasoning Siyuan Wang Zhongkun Liu Wanjun Zhong Ming Zhou Zhongyu Wei Zhumin Chen Nan Duan ELM 85 46 0 02 Aug 2021