Multitask Instruction-based Prompting for Fallacy Recognition

24 January 2023

Smaranda Muresan

Papers citing "Multitask Instruction-based Prompting for Fallacy Recognition"

27 / 27 papers shown

Title
Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation Jiwon Jeong Hyeju Jang Hogun Park ReLM LRM 53 0 0 30 Mar 2025
An Explainable Framework for Misinformation Identification via Critical Question Answering Ramon Ruiz-Dolz John Lawrence 46 0 0 18 Mar 2025
Fine-grained Fallacy Detection with Human Label Variation Alan Ramponi Agnese Daffara Sara Tonelli 58 1 0 20 Feb 2025
Are LLMs Good Zero-Shot Fallacy Classifiers? Fengjun Pan Xiaobao Wu Zongrui Li Anh Tuan Luu LRM 48 10 0 19 Oct 2024
Critical Questions Generation: Motivation and Challenges Blanca Calvo Figueras Rodrigo Agerri 24 2 0 18 Oct 2024
Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree Yuanyuan Lei Ruihong Huang 23 1 0 15 Oct 2024
CoCoLoFa: A Dataset of News Comments with Common Logical Fallacies Written by LLM-Assisted Crowds Min-Hsuan Yeh Ruyuan Wan Ting-Hao 'Kenneth' Huang 23 1 0 04 Oct 2024
A Few Hypocrites: Few-Shot Learning and Subtype Definitions for Detecting Hypocrisy Accusations in Online Climate Change Debates Paulina Garcia Corral Avishai Green Hendrik Meyer Anke Stoll Xiaoyue Yan Myrthe Reuver 31 0 0 25 Sep 2024
Constrained Multi-Layer Contrastive Learning for Implicit Discourse Relationship Recognition Yiheng Wu Junhui Li Muhua Zhu 19 0 0 07 Sep 2024
Generative Debunking of Climate Misinformation Francisco Zanartu Yulia Otmakhova John Cook Lea Frermann HILM MU 48 1 0 08 Jul 2024
Flee the Flaw: Annotating the Underlying Logic of Fallacious Arguments Through Templates and Slot-filling Irfan Robbani Paul Reisert Naoya Inoue Surawat Pothong Camélia Guerraoui Wenzhi Wang Shoichi Naito Jungmin Choi Kentaro Inui 24 0 0 18 Jun 2024
Missci: Reconstructing Fallacies in Misrepresented Science Max Glockner Yufang Hou Preslav Nakov Iryna Gurevych 40 4 0 05 Jun 2024
Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language Models Abdurahmman Alzahrani Eyad Babkier Faisal Yanbaawi Firas Yanbaawi Hassan Alhuzali 54 0 0 21 May 2024
Detecting Fallacies in Climate Misinformation: A Technocognitive Approach to Identifying Misleading Argumentation Francisco Zanartu John Cook Markus Wagner Julian Garcia 36 2 0 14 May 2024
Augmented CARDS: A machine learning approach to identifying triggers of climate change misinformation on Twitter Cristian Rojas Frank Algra-Maschio M. Andrejevic T. Coan John Cook Yuan-Fang Li 22 3 0 24 Apr 2024
CASA: Causality-driven Argument Sufficiency Assessment Xiao Liu Yansong Feng Kai-Wei Chang 32 0 0 10 Jan 2024
Large Language Models for Propaganda Span Annotation Maram Hasanain Fatema Ahmed Firoj Alam 32 19 0 16 Nov 2023
MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification Chadi Helwe Tom Calamai Pierre-Henri Paris Chloé Clavel Fabian M. Suchanek 23 1 0 16 Nov 2023
Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition Tariq Alhindi Smaranda Muresan Preslav Nakov HILM LRM 40 4 0 16 Nov 2023
Discourse Structures Guided Fine-grained Propaganda Identification Yuanyuan Lei Ruihong Huang 39 4 0 28 Oct 2023
Can Large Language Models Infer Causation from Correlation? Zhijing Jin Jiarui Liu Zhiheng Lyu Spencer Poff Mrinmaya Sachan Rada Mihalcea Mona T. Diab Bernhard Schölkopf LRM 37 116 0 09 Jun 2023
Modeling Appropriate Language in Argumentation Timon Ziegenbein S. Syed Felix Lange Martin Potthast Henning Wachsmuth 18 4 0 24 May 2023
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments Ethan Mendes Yang Chen Wei Xu Alan Ritter 21 14 0 19 Dec 2022
Logical Fallacy Detection Zhijing Jin Abhinav Lalwani Tejas Vaidhya Xiaoyu Shen Yiwen Ding Zhiheng Lyu Mrinmaya Sachan Rada Mihalcea Bernhard Schölkopf LRM 49 34 0 28 Feb 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 218 1,663 0 15 Oct 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,927 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,591 0 21 Jan 2020