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Event Argument Extraction

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Showing 1–50 of 75 papers

TitleStatusHype
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction—0
Event Argument Extraction with Enriched Prompts—0
One Small and One Large for Document-level Event Argument ExtractionCode0
A Compressive Memory-based Retrieval Approach for Event Argument Extraction—0
Enhancing Document-level Argument Extraction with Definition-augmented Heuristic-driven Prompting for LLMs—0
Event-Arguments Extraction Corpus and Modeling using BERT for Arabic—0
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling—0
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs—0
DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying—0
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument ExtractionCode1
Small Models Are (Still) Effective Cross-Domain Argument ExtractorsCode0
Generating Uncontextualized and Contextualized Questions for Document-Level Event Argument Extraction—0
Large Language Models for Document-Level Event-Argument Data Augmentation for Challenging Role Types—0
Creating a Fine Grained Entity Type Taxonomy Using LLMs—0
Constrained Decoding for Cross-lingual Label ProjectionCode0
ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Refinement—0
MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument AnnotationCode1
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument ExtractionCode1
From Simple to Complex: A Progressive Framework for Document-level Informative Argument ExtractionCode0
Enhancing Document-level Event Argument Extraction with Contextual Clues and Role RelevanceCode1
Utilizing Contextual Clues and Role Correlations for Enhancing Document-level Event Argument Extraction—0
GoLLIE: Annotation Guidelines improve Zero-Shot Information-ExtractionCode2
OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event UnderstandingCode2
Contextual Label Projection for Cross-Lingual Structured PredictionCode0
JSEEGraph: Joint Structured Event Extraction as Graph ParsingCode0
The Devil is in the Details: On the Pitfalls of Event Extraction EvaluationCode2
Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences?Code1
An AMR-based Link Prediction Approach for Document-level Event Argument ExtractionCode1
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction ModelCode1
LeTI: Learning to Generate from Textual InteractionsCode1
Retrieval-Augmented Generative Question Answering for Event Argument ExtractionCode1
Bi-Directional Iterative Prompt-Tuning for Event Argument ExtractionCode1
Code4Struct: Code Generation for Few-Shot Event Structure PredictionCode1
Causal Intervention-based Prompt Debiasing for Event Argument Extraction—0
Dynamic Global Memory for Document-level Argument ExtractionCode1
Few-Shot Document-Level Event Argument ExtractionCode1
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck—0
EA^2E: Improving Consistency with Event Awareness for Document-Level Argument ExtractionCode1
Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies—0
Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss—0
EA^2E: Improving Consistency with Event Awareness for Document-Level Argument ExtractionCode1
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument RolesCode1
TAGPRIME: A Unified Framework for Relational Structure ExtractionCode0
Improve Event Extraction via Self-Training with Gradient Guidance—0
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source LearningCode0
Document-Level Event Argument Extraction via Optimal Transport—0
CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction—0
A Two-Stream AMR-enhanced Model for Document-level Event Argument ExtractionCode1
Improving Zero-Shot Event Extraction via Sentence Simplification—0
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument ExtractionCode1
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