An overview of event extraction and its applications

J Liu, L Min, X Huang - arXiv preprint arXiv:2111.03212, 2021 - arxiv.org
With the rapid development of information technology, online platforms have produced
enormous text resources. As a particular form of Information Extraction (IE), Event Extraction …

A survey of event extraction from text

W Xiang, B Wang - IEEE Access, 2019 - ieeexplore.ieee.org
Numerous important events happen everyday and everywhere but are reported in different
media sources with different narrative styles. How to detect whether real-world events have …

A reevaluation of event extraction: Past, present, and future challenges

KH Huang, I Hsu, T Parekh, Z Xie, Z Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
Event extraction has attracted much attention in recent years due to its potential for many
applications. However, recent studies observe some evaluation challenges, suggesting that …

Extracting trigger-sharing events via an event matrix

J Xu, W Xu, M Sun, T Wang, W Chu - Findings of the Association …, 2022 - aclanthology.org
A growing interest emerges in event extraction which aims to extract multiple events with
triggers and arguments. Previous methods mitigate the problem of multiple events extraction …

A survey on deep learning event extraction: Approaches and applications

Q Li, J Li, J Sheng, S Cui, J Wu, Y Hei… - … on Neural Networks …, 2022 - ieeexplore.ieee.org
Event extraction (EE) is a crucial research task for promptly apprehending event information
from massive textual data. With the rapid development of deep learning, EE based on deep …

Event extraction: A survey

VD Lai - arXiv preprint arXiv:2210.03419, 2022 - arxiv.org
Extracting the reported events from text is one of the key research themes in natural
language processing. This process includes several tasks such as event detection …

The devil is in the details: On the pitfalls of event extraction evaluation

H Peng, X Wang, F Yao, K Zeng, L Hou, J Li… - arXiv preprint arXiv …, 2023 - arxiv.org
Event extraction (EE) is a crucial task aiming at extracting events from texts, which includes
two subtasks: event detection (ED) and event argument extraction (EAE). In this paper, we …

DocEE: A large-scale and fine-grained benchmark for document-level event extraction

MH Tong, B Xu, S Wang, M Han, Y Cao, J Zhu, S Chen… - 2022 - ink.library.smu.edu.sg
Event extraction aims to identify an event and then extract the arguments participating in the
event. Despite the great success in sentencelevel event extraction, events are more …

A survey of event extraction methods from text for decision support systems

F Hogenboom, F Frasincar, U Kaymak… - Decision Support …, 2016 - Elsevier
Event extraction, a specialized stream of information extraction rooted back into the 1980s,
has greatly gained in popularity due to the advent of big data and the developments in the …

Is a Large Language Model a Good Annotator for Event Extraction?

R Chen, C Qin, W Jiang, D Choi - … of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Event extraction is an important task in natural language processing that focuses on mining
event-related information from unstructured text. Despite considerable advancements, it is …