argument extraction

Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models EACL 2026 Stakeholder Suite: A Unified AI Framework for Mapping Actors, Topics and Arguments in Public Debates EACL 2026 AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy EMNLP 2025 ArgCMV: An Argument Summarization Benchmark for the LLM-era EMNLP 2025 Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025 Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025 Contemporary LLMs struggle with extracting formal legal arguments EMNLP 2025 Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025 Joint Learning Event-Specific Probe and Argument Library with Differential Optimization for Document-Level Multi-Event Extraction NAACL 2025 Multimedia Event Extraction with LLM Knowledge Editing EMNLP 2025 Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction EMNLP 2025 Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy NAACL 2025 CMNEE:A Large-Scale Document-Level Event Extraction Dataset Based on Open-Source Chinese Military News COLING 2024 Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction EMNLP 2024 Dependency Structure-Enhanced Graph Attention Networks for Event Detection AAAI 2024 Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments EMNLP 2024 Incorporating Schema-Aware Description into Document-Level Event Extraction IJCAI 2024 OEE-CFC: A Dataset for Open Event Extraction from Chinese Financial Commentary EMNLP 2024 “Tell me who you are and I tell you how you argue”: Predicting Stances and Arguments for Stakeholder Groups NAACL 2024 A Hybrid Detection and Generation Framework with Separate Encoders for Event Extraction EACL 2023 Constituency Tree Representation for Argument Unit Recognition EMNLP 2023 Evaluating Zero-Shot Event Structures: Recommendations for Automatic Content Extraction (ACE) Annotations ACL 2023 Event Extraction as Question Generation and Answering ACL 2023 Legal Argument Extraction from Court Judgements using Integer Linear Programming EMNLP 2023 MailEx: Email Event and Argument Extraction EMNLP 2023