conftrace_

event argument extraction

84 papers

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Also known as

EAE

Co-occurring keywords

document-level extraction (66) event extraction (390) information extraction (1090) argument extraction (72) few-shot learning (3398) named entity recognition (2813) zero-shot learning (3650) large language model (13587) pre-trained language model (1515) graph neural network (3962)

Papers

RoSE: A Role Correlation Structure-Enhanced Model for Multi-Event Argument Extraction AAAI 2026
HTMR: Hybrid Token Masking Reinforcement Learning with Verifiable Rewards for Event Argument Extraction with Multi-Perspective Reasoning ACL 2026
Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction EACL 2026
DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying COLING 2025
Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025
A Unified Framework for N-ary Property Information Extraction in Materials Science EMNLP 2025
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction EMNLP 2025
REAR: Reinforced Reasoning Optimization for Event Argument Extraction with Relation-Aware Support EMNLP 2025
BEMEAE: Moving Beyond Exact Span Match for Event Argument Extraction NAACL 2025
A Compressive Memory-based Retrieval Approach for Event Argument Extraction COLING 2025
GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering ACL 2025
Fusion meets Function: The Adaptive Selection-Generation Approach in Event Argument Extraction COLING 2025
Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction COLING 2025
Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction EMNLP 2025
How do LLMs’ Preferences Affect Event Argument Extraction? CAT: Addressing Preference Traps in Unsupervised EAE ACL 2025
Document-Level Event-Argument Data Augmentation for Challenging Role Types ACL 2025
ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ACL 2024
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction ACL 2024
Few-Shot Event Argument Extraction Based on a Meta-Learning Approach NAACL 2024
Demonstration Retrieval-Augmented Generative Event Argument Extraction COLING 2024
Separation and Fusion: A Novel Multiple Token Linking Model for Event Argument Extraction NAACL 2024
Thinking about how to extract: Energizing LLMs’ emergence capabilities for document-level event argument extraction ACL 2024
MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation ACL 2024
Hyperspherical Multi-Prototype with Optimal Transport for Event Argument Extraction ACL 2024
OEE-CFC: A Dataset for Open Event Extraction from Chinese Financial Commentary EMNLP 2024