Argument Mining

Overview of the Critical Questions Generation Shared Task ACL 2025 Prompt-Guided Augmentation and Multi-modal Fusion for Argumentative Fallacy Classification in Political Debates ACL 2025 Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025 Reproducing the Argument Quality Prediction of Project Debater ACL 2025 Segmentation of Argumentative Texts by Key Statements for Argument Mining from the Web ACL 2025 Stance-aware Definition Generation for Argumentative Texts ACL 2025 StateCloud at Critical Questions Generation: Prompt Engineering for Critical Question Generation ACL 2025 Storytelling in Argumentative Discussions: Exploring the Use of Narratives in ChangeMyView ACL 2025 Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method ACL 2025 Webis at CQs-Gen 2025: Prompting and Reranking for Critical Questions ACL 2025 Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques ACL 2024 Argument Relation Classification through Discourse Markers and Adversarial Training EMNLP 2024 A School Student Essay Corpus for Analyzing Interactions of Argumentative Structure and Quality NAACL 2024 AutoPersuade: A Framework for Evaluating and Explaining Persuasive Arguments EMNLP 2024 Can Language Models Recognize Convincing Arguments? EMNLP 2024 CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs EMNLP 2024 Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining Datasets EMNLP 2024 Exploring Argument Mining and Bayesian Networks for Assessing Topics for City Project Proposals PGM 2024 External Knowledge-Driven Argument Mining: Leveraging Attention-Enhanced Multi-Network Models EMNLP 2024 Flee the Flaw: Annotating the Underlying Logic of Fallacious Arguments Through Templates and Slot-filling EMNLP 2024 How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study ACL 2024 Improving Argument Effectiveness Across Ideologies using Instruction-tuned Large Language Models EMNLP 2024 Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering EMNLP 2024 Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024 A Dataset of Argumentative Dialogues on Scientific Papers ACL 2023