How susceptible are LLMs to Logical Fallacies?

How susceptible are LLMs to Logical Fallacies?

18 August 2023

Amirreza Payandeh

Xuesu Xiao

ArXiv (abs)PDF HTML

Papers citing "How susceptible are LLMs to Logical Fallacies?"

10 / 10 papers shown

Title
Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond Fangzhi Xu Qika Lin Jiawei Han Tianzhe Zhao Jun Liu Min Zhang ELM LRM 105 38 0 16 Jun 2023
Emergent Analogical Reasoning in Large Language Models Taylor Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 99 309 0 19 Dec 2022
Solving Quantitative Reasoning Problems with Language Models Aitor Lewkowycz Anders Andreassen David Dohan Ethan Dyer Henryk Michalewski ... Theo Gutman-Solo Yuhuai Wu Behnam Neyshabur Guy Gur-Ari Vedant Misra ReLM ELM LRM 177 851 0 29 Jun 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 495 6,240 0 05 Apr 2022
Logical Fallacy Detection Zhijing Jin Abhinav Lalwani Tejas Vaidhya Xiaoyu Shen Yiwen Ding Zhiheng Lyu Mrinmaya Sachan Rada Mihalcea Bernhard Schölkopf LRM 104 34 0 28 Feb 2022
Red Teaming Language Models with Language Models Ethan Perez Saffron Huang Francis Song Trevor Cai Roman Ring John Aslanides Amelia Glaese Nat McAleese G. Irving AAML 169 664 0 07 Feb 2022
The Limitations of Stylometry for Detecting Machine-Generated Fake News Tal Schuster R. Schuster Darsh J. Shah Regina Barzilay DeLMO 102 126 0 26 Aug 2019
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good Xuewei Wang Weiyan Shi Richard Kim Y. Oh Sijia Yang Jingwen Zhang Zhou Yu 105 286 0 16 Jun 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 123 1,029 0 29 May 2019
Before Name-calling: Dynamics and Triggers of Ad Hominem Fallacies in Web Argumentation Ivan Habernal Henning Wachsmuth Iryna Gurevych Benno Stein 63 85 0 19 Feb 2018