Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation

Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation

28 July 2022

Qiming Bao

Michael Witbrock

Jiamou Liu

Papers citing "Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation"

8 / 8 papers shown

Title
Quantifying Logical Consistency in Transformers via Query-Key Alignment Eduard Tulchinskii Anastasia Voznyuk Laida Kushnareva Andrei Andriiainen Irina Piontkovskaya Evgeny Burnaev Serguei Barannikov LRM 59 0 0 24 Feb 2025
Reasoning Bias of Next Token Prediction Training Pengxiao Lin Zhongwang Zhang Zhi-Qin John Xu LRM 80 1 0 21 Feb 2025
Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning Qiming Bao Gael Gendron A. Peng Wanjun Zhong N. Tan Yang Chen Michael Witbrock J. Liu LRM ELM 56 2 0 20 Jan 2025
LogicNet: A Logical Consistency Embedded Face Attribute Learning Network Haiyu Wu Sicong Tian Huayu Li Kevin W. Bowyer 11 2 0 19 Nov 2023
Large Language Models Are Not Strong Abstract Reasoners Gael Gendron Qiming Bao Michael Witbrock Gillian Dobbie ELM LRM 11 29 0 31 May 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 20 49 0 26 Mar 2023
Logical Reasoning over Natural Language as Knowledge Representation: A Survey Zonglin Yang Xinya Du Rui Mao Jinjie Ni Erik Cambria LRM ReLM 6 24 0 21 Mar 2023
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 30 295 0 19 Dec 2022