Can Transformers Reason in Fragments of Natural Language?

Can Transformers Reason in Fragments of Natural Language?

10 November 2022

Viktor Schlegel

Kamen V. Pavlov

Ian Pratt-Hartmann

Papers citing "Can Transformers Reason in Fragments of Natural Language?"

8 / 8 papers shown

Title
Transformer-based Language Models for Reasoning in the Description Logic ALCQ Angelos Poulis Eleni Tsalapati Manolis Koubarakis ReLM LRM 19 1 0 12 Oct 2024
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation Zhouhao Sun Xiao Ding LI DU Bibo Cai Jin-Fang Gao Ting Liu Bing Qin LRM ReLM 34 0 0 02 Apr 2024
Transformers in the Service of Description Logic-based Contexts Angelos Poulis Eleni Tsalapati Manolis Koubarakis LRM ReLM 20 0 0 15 Nov 2023
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents Hyungjoo Chae Yongho Song Kai Tzu-iunn Ong Taeyoon Kwon Minjin Kim Youngjae Yu Dongha Lee Dongyeop Kang Jinyoung Yeo LRM 19 39 0 13 Oct 2023
Evaluating Large Language Models with NeuBAROCO: Syllogistic Reasoning Ability and Human-like Biases Risako Ando Takanobu Morishita Hirohiko Abe K. Mineshima Mitsuhiro Okada LRM ELM 16 12 0 21 Jun 2023
LAMBADA: Backward Chaining for Automated Reasoning in Natural Language Seyed Mehran Kazemi Najoung Kim Deepti Bhatia Xinyuan Xu Deepak Ramachandran LRM 19 76 0 20 Dec 2022
Probing Linguistic Systematicity Emily Goodwin Koustuv Sinha Timothy J. O'Donnell 91 58 0 08 May 2020
Certified Robustness to Adversarial Word Substitutions Robin Jia Aditi Raghunathan Kerem Göksel Percy Liang AAML 183 290 0 03 Sep 2019