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

Few-Shot Event Argument Extraction Based on a Meta-Learning Approach NAACL 2024
DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction EMNLP 2024
OEE-CFC: A Dataset for Open Event Extraction from Chinese Financial Commentary EMNLP 2024
MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation ACL 2024
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction ACL 2024
Scented-EAE: Stage-Customized Entity Type Embedding for Event Argument Extraction ACL 2024
Asking and Answering Questions to Extract Event-Argument Structures COLING 2024
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction ACL 2024
ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ACL 2024
Hyperspherical Multi-Prototype with Optimal Transport for Event Argument Extraction ACL 2024
What Is Overlap Knowledge in Event Argument Extraction? APE: A Cross-datasets Transfer Learning Model for EAE ACL 2023
From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction EMNLP 2023
Intra-Event and Inter-Event Dependency-Aware Graph Network for Event Argument Extraction EMNLP 2023
TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023
Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences? ACL 2023
Zero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning AAAI 2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model ACL 2023
Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL 2023
Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance ACL 2023
Few-Shot Document-Level Event Argument Extraction ACL 2023
Contextualized Soft Prompts for Extraction of Event Arguments ACL 2023
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation ACL 2023
Retrieve-and-Sample: Document-level Event Argument Extraction via Hybrid Retrieval Augmentation ACL 2023
Document-Level Event Argument Extraction With a Chain Reasoning Paradigm ACL 2023