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 …

Selecting optimal context sentences for event-event relation extraction

H Man, NT Ngo, LN Van, TH Nguyen - Proceedings of the AAAI …, 2022 - ojs.aaai.org
Understanding events entails recognizing the structural and temporal orders between event
mentions to build event structures/graphs for input documents. To achieve this goal, our …

[HTML][HTML] Extracting events and their relations from texts: A survey on recent research progress and challenges

K Liu, Y Chen, J Liu, X Zuo, J Zhao - AI Open, 2020 - Elsevier
Event is a common but non-negligible knowledge type. How to identify events from texts,
extract their arguments, even analyze the relations between different events are important …

Temporal reasoning over clinical text: the state of the art

W Sun, A Rumshisky, O Uzuner - Journal of the American …, 2013 - academic.oup.com
Objectives To provide an overview of the problem of temporal reasoning over clinical text
and to summarize the state of the art in clinical natural language processing for this task …

The TempEval challenge: identifying temporal relations in text

M Verhagen, R Gaizauskas, F Schilder… - Language Resources …, 2009 - Springer
TempEval is a framework for evaluating systems that automatically annotate texts with
temporal relations. It was created in the context of the SemEval 2007 workshop and uses the …

[PDF][PDF] TimeML events recognition and classification: learning CRF models with semantic roles

H Llorens, E Saquete, B Navarro - Proceedings of the 23rd …, 2010 - aclanthology.org
This paper analyzes the contribution of semantic roles to TimeML event recognition and
classification. For that purpose, an approach using conditional random fields with a variety of …

[PDF][PDF] Desafios na avaliação conjunta do reconhecimento de entidades mencionadas: O Segundo HAREM

C Mota, D Santos - 2008 - comum.rcaap.pt
Após o encontro do Segundo HAREM realizado no dia 7 de Setembro de 2008, em Aveiro,
demos início ao processo de edição da presente obra, que documenta o Segundo HAREM …

[图书][B] Automatically ordering events and times in text

LRA Derczynski - 2017 - Springer
Leon RA Derczynski Page 1 Studies in Computational Intelligence 677 Leon RA Derczynski
Automatically Ordering Events and Times in Text Page 2 Studies in Computational Intelligence …

Extracting clinical event timelines: temporal information extraction and coreference resolution in electronic health records

J Tourille - 2018 - theses.hal.science
Important information for public health is contained within Electronic Health Records (EHRs).
The vast majority of clinical data available in these records takes the form of narratives …

Identification et analyse linguistique du lexique scientifique transdisciplinaire. Approche outillée sur un corpus d'articles de recherche en SHS

S Hatier - 2016 - theses.hal.science
Cette thèse s' intéresse au lexique scientifique transdisciplinaire (LST), lexique inscrit dans
le genre de l'article de recherche en sciences humaines et sociales. Le LST est …