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Argument Mining

166 directly classified papers

Papers per year

Papers

Leveraging Context for Multimodal Fallacy Classification in Political Debates ACL 2025
CU-MAM: Coherence-Driven Unified Macro-Structures for Argument Mining ACL 2025
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study ACL 2024
Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques ACL 2024
Improving Argument Effectiveness Across Ideologies using Instruction-tuned Large Language Models EMNLP 2024
Argument Relation Classification through Discourse Markers and Adversarial Training EMNLP 2024
CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs EMNLP 2024
External Knowledge-Driven Argument Mining: Leveraging Attention-Enhanced Multi-Network Models EMNLP 2024
Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering EMNLP 2024
Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining Datasets EMNLP 2024
A School Student Essay Corpus for Analyzing Interactions of Argumentative Structure and Quality NAACL 2024
Flee the Flaw: Annotating the Underlying Logic of Fallacious Arguments Through Templates and Slot-filling EMNLP 2024
AutoPersuade: A Framework for Evaluating and Explaining Persuasive Arguments EMNLP 2024
Can Language Models Recognize Convincing Arguments? EMNLP 2024
Using Masked Language Model Probabilities of Connectives for Stance Detection in English Discourse EMNLP 2023
Unveiling the Power of Argument Arrangement in Online Persuasive Discussions EMNLP 2023
To Revise or Not to Revise: Learning to Detect Improvable Claims for Argumentative Writing Support ACL 2023
Argument mining as a multi-hop generative machine reading comprehension task EMNLP 2023
Detecting Argumentative Fallacies in the Wild: Problems and Limitations of Large Language Models EMNLP 2023
Teach Me How to Argue: A Survey on NLP Feedback Systems in Argumentation EMNLP 2023
VivesDebate-Speech: A Corpus of Spoken Argumentation to Leverage Audio Features for Argument Mining EMNLP 2023
Modeling Appropriate Language in Argumentation ACL 2023
Indicative Summarization of Long Discussions EMNLP 2023
A Dataset of Argumentative Dialogues on Scientific Papers ACL 2023