argument mining

362 papers

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Also known as

AM BAM

Co-occurring keywords

text classification (6776) large language model (12755) natural language processing (2027) stance detection (285) transfer learning (5442) argumentation mining (70) neural network (6616) text generation (2903) stance classification (73) transformer model (1988)

Papers

Weakly-supervised Argument Mining with Boundary Refinement and Relation Denoising EACL 2026

Cross-lingual and cross-country approaches to argument component detection: a comparative study. EACL 2026

ARQUSUMM: Argument-aware Quantitative Summarization of Online Conversations AAAI 2026

Argument Component Segmentation with Fine-Tuned Large Language Models EACL 2026

ARGUS: Towards End-to-End Argument Mining with Large Language Models AAAI 2026

Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining EMNLP 2025

FEAT-writing: An Interactive Training System for Argumentative Writing COLING 2025

Argument Summarization and its Evaluation in the Era of Large Language Models EMNLP 2025

Practical Solutions to Practical Problems in Developing Argument Mining Systems ACL 2025

Argumentation in political empowerment on Instagram NAACL 2025

Multi-Class versus Means-End: Assessing Classification Approaches for Argument Patterns ACL 2025

Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025

Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments ACL 2025

Coherence of Argumentative Dialogue Snippets: A New Method for Large Scale Evaluation with an Application to Inference Anchoring Theory EMNLP 2025

Overview of the Critical Questions Generation Shared Task ACL 2025

StateCloud at Critical Questions Generation: Prompt Engineering for Critical Question Generation ACL 2025

ELLIS Alicante at CQs-Gen 2025: Winning the critical thinking questions shared task: LLM-based question generation and selection ACL 2025

Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays ACL 2025

Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis IJCNLP 2025

Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method ACL 2025

How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering ACL 2025

On the Role of Key Phrases in Argument Mining NAACL 2025

Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation NAACL 2025

Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy NAACL 2025

Fearful Falcons and Angry Llamas: Emotion Category Annotations of Arguments by Humans and LLMs NAACL 2025