| OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems | Feb 21, 2024 | Logical Fallacies | CodeCode Available | 2 |
| Scaling Language Models: Methods, Analysis & Insights from Training Gopher | Dec 8, 2021 | Abstract AlgebraAnachronisms | CodeCode Available | 2 |
| Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments | Dec 12, 2022 | Data AugmentationLogical Fallacies | CodeCode Available | 1 |
| Logical Fallacy Detection | Feb 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Leveraging Context for Multimodal Fallacy Classification in Political Debates | Jul 21, 2025 | Argument MiningLogical Fallacies | CodeCode Available | 0 |
| Are Large Language Models Good at Detecting Propaganda? | May 19, 2025 | ArticlesLogical Fallacies | —Unverified | 0 |
| SLURG: Investigating the Feasibility of Generating Synthetic Online Fallacious Discourse | Apr 16, 2025 | DiversityLogical Fallacies | —Unverified | 0 |
| Socrates or Smartypants: Testing Logic Reasoning Capabilities of Large Language Models with Logic Programming-based Test Oracles | Apr 9, 2025 | Logical FallaciesLogical Reasoning | CodeCode Available | 0 |
| Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation | Mar 30, 2025 | Logical FallaciesLogical Fallacy Detection | CodeCode Available | 0 |
| RuozhiBench: Evaluating LLMs with Logical Fallacies and Misleading Premises | Feb 18, 2025 | Logical Fallacies | CodeCode Available | 0 |
| A Survey on Automatic Credibility Assessment of Textual Credibility Signals in the Era of Large Language Models | Oct 28, 2024 | Fake News DetectionLogical Fallacies | —Unverified | 0 |
| Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree | Oct 15, 2024 | Logical FallaciesRelation | CodeCode Available | 0 |
| ConceptAgent: LLM-Driven Precondition Grounding and Tree Search for Robust Task Planning and Execution | Oct 8, 2024 | Common Sense ReasoningLogical Fallacies | —Unverified | 0 |
| CoCoLoFa: A Dataset of News Comments with Common Logical Fallacies Written by LLM-Assisted Crowds | Oct 4, 2024 | ArticlesLogical Fallacies | —Unverified | 0 |
| Grounding Fallacies Misrepresenting Scientific Publications in Evidence | Aug 23, 2024 | Fact CheckingLogical Fallacies | CodeCode Available | 0 |
| A Logical Fallacy-Informed Framework for Argument Generation | Aug 7, 2024 | Logical FallaciesMisinformation | CodeCode Available | 0 |
| Flee the Flaw: Annotating the Underlying Logic of Fallacious Arguments Through Templates and Slot-filling | Jun 18, 2024 | Logical Fallaciesslot-filling | —Unverified | 0 |
| Can a Hallucinating Model help in Reducing Human "Hallucination"? | May 1, 2024 | HallucinationLogical Fallacies | —Unverified | 0 |
| Autoformalizing Natural Language to First-Order Logic: A Case Study in Logical Fallacy Detection | Apr 18, 2024 | Logical FallaciesLogical Fallacy Detection | —Unverified | 0 |
| Evaluation of an LLM in Identifying Logical Fallacies: A Call for Rigor When Adopting LLMs in HCI Research | Apr 8, 2024 | Logical FallaciesMisinformation | —Unverified | 0 |
| Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding | Apr 4, 2024 | Logical FallaciesLogical Reasoning | —Unverified | 0 |
| A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning | Nov 14, 2023 | Logical FallaciesLogical Reasoning | CodeCode Available | 0 |
| Human Conditional Reasoning in Answer Set Programming | Nov 8, 2023 | Logical FallaciesSentence | —Unverified | 0 |
| A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models | Nov 1, 2023 | Logical Fallacies | —Unverified | 0 |
| How susceptible are LLMs to Logical Fallacies? | Aug 18, 2023 | DiagnosticLogical Fallacies | CodeCode Available | 0 |
