Multilingual and cross-domain temporal tagging

J Strötgen, M Gertz - Language Resources and Evaluation, 2013 - Springer
Extraction and normalization of temporal expressions from documents are important steps
towards deep text understanding and a prerequisite for many NLP tasks such as information …

[PDF][PDF] Temporal Tagging on Different Domains: Challenges, Strategies, and Gold Standards.

J Strötgen, M Gertz - LREC, 2012 - lrec.elra.info
In the last years, temporal tagging has received increasing attention in the area of natural
language processing. However, most of the research so far concentrated on processing …

[PDF][PDF] A baseline temporal tagger for all languages

J Strötgen, M Gertz - Proceedings of the 2015 conference on …, 2015 - aclanthology.org
Temporal taggers are usually developed for a certain language. Besides English, only few
languages have been addressed, and only the temporal tagger HeidelTime covers several …

Time expression recognition and normalization: a survey

X Zhong, E Cambria - Artificial Intelligence Review, 2023 - Springer
Time information plays an important role in the areas of data mining, information retrieval,
and natural language processing. Among the linguistic tasks related to time expressions …

Tei2go: A multilingual approach for fast temporal expression identification

H Sousa, R Campos, A Jorge - Proceedings of the 32nd ACM …, 2023 - dl.acm.org
Temporal expression identification is crucial for understanding texts written in natural
language. Although highly effective systems such as HeidelTime exist, their limited runtime …

GGPONC: a corpus of German medical text with rich metadata based on clinical practice guidelines

F Borchert, C Lohr, L Modersohn, T Langer… - arXiv preprint arXiv …, 2020 - arxiv.org
The lack of publicly accessible text corpora is a major obstacle for progress in natural
language processing. For medical applications, unfortunately, all language communities …

Domain-sensitive temporal tagging

J Strötgen, M Gertz - Domain-Sensitive Temporal Tagging, 2016 - Springer
Based on the theoretical foundations laid out in the previous chapters, we now explain the
challenges of temporal tagging. As most of the research on temporal tagging so far dealt …

GRASCCO—The First Publicly Shareable, Multiply-Alienated German Clinical Text Corpus

L Modersohn, S Schulz, C Lohr… - German Medical Data …, 2022 - ebooks.iospress.nl
We describe the creation of GRASCCO, a novel German-language corpus composed of
some 60 clinical documents with more than. 43,000 tokens. GRASCCO is a synthetic corpus …

Multilingual normalization of temporal expressions with masked language models

L Lange, J Strötgen, H Adel, D Klakow - arXiv preprint arXiv:2205.10399, 2022 - arxiv.org
The detection and normalization of temporal expressions is an important task and
preprocessing step for many applications. However, prior work on normalization is rule …

Time for more languages: Temporal tagging of Arabic, Italian, Spanish, and Vietnamese

J Strötgen, A Armiti, T Van Canh, J Zell… - ACM Transactions on …, 2014 - dl.acm.org
Most of the research on temporal tagging so far is done for processing English text
documents. There are hardly any multilingual temporal taggers supporting more than two …