event argument extraction

Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction EACL 2026 HTMR: Hybrid Token Masking Reinforcement Learning with Verifiable Rewards for Event Argument Extraction with Multi-Perspective Reasoning ACL 2026 RoSE: A Role Correlation Structure-Enhanced Model for Multi-Event Argument Extraction AAAI 2026 A Compressive Memory-based Retrieval Approach for Event Argument Extraction COLING 2025 A Unified Framework for N-ary Property Information Extraction in Materials Science EMNLP 2025 BEMEAE: Moving Beyond Exact Span Match for Event Argument Extraction NAACL 2025 DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying COLING 2025 Document-Level Event-Argument Data Augmentation for Challenging Role Types ACL 2025 Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025 Fusion meets Function: The Adaptive Selection-Generation Approach in Event Argument Extraction COLING 2025 GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering ACL 2025 Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction COLING 2025 How do LLMs’ Preferences Affect Event Argument Extraction? CAT: Addressing Preference Traps in Unsupervised EAE ACL 2025 REAR: Reinforced Reasoning Optimization for Event Argument Extraction with Relation-Aware Support EMNLP 2025 REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction EMNLP 2025 Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction EMNLP 2025 A Joint Framework with Heterogeneous-Relation-Aware Graph and Multi-Channel Label Enhancing Strategy for Event Causality Extraction AAAI 2024 A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction COLING 2024 Asking and Answering Questions to Extract Event-Argument Structures COLING 2024 Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction ACL 2024 Constrained Decoding for Cross-lingual Label Projection ICLR 2024 Demonstration Retrieval-Augmented Generative Event Argument Extraction COLING 2024 DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction EMNLP 2024 Event-Arguments Extraction Corpus and Modeling using BERT for Arabic ACL 2024 Few-Shot Event Argument Extraction Based on a Meta-Learning Approach NAACL 2024