argument extraction

72 papers

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Also known as

EAE

Co-occurring keywords

event extraction (389) information extraction (1071) event argument extraction (83) argument mining (362) event detection (212) large language model (12755) named entity recognition (2801) trigger detection (28) document-level event extraction (15) document-level extraction (66)

Papers

Stakeholder Suite: A Unified AI Framework for Mapping Actors, Topics and Arguments in Public Debates EACL 2026

Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models EACL 2026

AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy EMNLP 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

Contemporary LLMs struggle with extracting formal legal arguments EMNLP 2025

Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025

ArgCMV: An Argument Summarization Benchmark for the LLM-era EMNLP 2025

Joint Learning Event-Specific Probe and Argument Library with Differential Optimization for Document-Level Multi-Event Extraction NAACL 2025

Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025

Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025

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

OEE-CFC: A Dataset for Open Event Extraction from Chinese Financial Commentary EMNLP 2024

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

Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments EMNLP 2024

Incorporating Schema-Aware Description into Document-Level Event Extraction IJCAI 2024

“Tell me who you are and I tell you how you argue”: Predicting Stances and Arguments for Stakeholder Groups NAACL 2024

Dependency Structure-Enhanced Graph Attention Networks for Event Detection AAAI 2024

Event Extraction as Question Generation and Answering ACL 2023

Legal Argument Extraction from Court Judgements using Integer Linear Programming EMNLP 2023

A Hybrid Detection and Generation Framework with Separate Encoders for Event Extraction EACL 2023

Query Your Model with Definitions in FrameNet: An Effective Method for Frame Semantic Role Labeling AAAI 2023

MailEx: Email Event and Argument Extraction EMNLP 2023

OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding EMNLP 2023