Argument Mining

ArgGenBench: Benchmarking the Complex Controlled Argument Generation Capability of Large Language Models ACL 2026 Beyond Detection: Evaluating Fallacy Awareness of LLMs in Interactive Scenarios ACL 2026 CEDAR: A Chinese Evaluation Dataset for Computational Argumentation ACL 2026 Debiasing Logical Fallacy Detection for Real-World Robustness via Counterfactually Augmented Data ACL 2026 SAD: A Large-Scale Strategic Argumentative Dialogue Dataset ACL 2026 TAIGR: Towards Modeling Influencer Content on Social Media via Structured, Pragmatic Inference ACL 2026 TruthSplit: Revealing Conditional Validity in Arguments Through Multi-Worldview Comparative Reasoning ACL 2026 Uncovering Temporal Framing in the News ACL 2026 AI Argues Differently: Distinct Argumentative and Linguistic Patterns of LLMs in Persuasive Contexts EMNLP 2025 AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy EMNLP 2025 A Multi-persona Framework for Argument Quality Assessment ACL 2025 Are You Trying to Convince Me or Are You Trying to Deceive Me? Using Argumentation Types to Identify Deceptive News ACL 2025 Argumentation in political empowerment on Instagram NAACL 2025 Argumentative Fallacy Detection in Political Debates ACL 2025 Argument Summarization and its Evaluation in the Era of Large Language Models EMNLP 2025 CU-MAM: Coherence-Driven Unified Macro-Structures for Argument Mining ACL 2025 Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays ACL 2025 Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining EMNLP 2025 How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering ACL 2025 Learning First-Order Logic Rules for Argumentation Mining ACL 2025 Leveraging Context for Multimodal Fallacy Classification in Political Debates ACL 2025 Mining Complex Patterns of Argumentative Reasoning in Natural Language Dialogue ACL 2025 Multi-Class versus Means-End: Assessing Classification Approaches for Argument Patterns ACL 2025 Multimodal Argumentative Fallacy Classification in Political Debates ACL 2025 Overview of MM-ArgFallacy2025 on Multimodal Argumentative Fallacy Detection and Classification in Political Debates ACL 2025