Abstract
We introduce a rule based tagger of temporal expressions, ITUTime, for detecting and normalizing temporal expressions in Turkish language. The proposed system is morphologically aware and does not require any preprocessing steps, since ITUTime operates on free text. We also establish the first temporally annotated dataset of Turkish language. The work presented here locates itself as a baseline for tagging Turkish temporal expressions. The proposed system is evaluated on manually annotated test dataset and achieved 0.89 F1 score on recognizing and 0.89 F1 score on normalization.
Original language | English |
---|---|
Title of host publication | Distributed Computing and Artificial Intelligence, Volume 2 |
Subtitle of host publication | Special Sessions 18th International Conference |
Editors | Sara Rodríguez González, José Manuel Machado, Alfonso González-Briones, Jaroslaw Wikarek, Roussanka Loukanova, George Katranas, Roberto Casado-Vara |
Publisher | Springer Science and Business Media Deutschland GmbH |
Pages | 74-85 |
Number of pages | 12 |
ISBN (Print) | 9783030868864 |
DOIs | |
Publication status | Published - 2022 |
Event | 18th International Symposium on Distributed Computing and Artificial Intelligence, DCAI 2021 - Salamanca, Spain Duration: 6 Oct 2021 → 8 Oct 2021 |
Publication series
Name | Lecture Notes in Networks and Systems |
---|---|
Volume | 332 |
ISSN (Print) | 2367-3370 |
ISSN (Electronic) | 2367-3389 |
Conference
Conference | 18th International Symposium on Distributed Computing and Artificial Intelligence, DCAI 2021 |
---|---|
Country/Territory | Spain |
City | Salamanca |
Period | 6/10/21 → 8/10/21 |
Bibliographical note
Publisher Copyright:© 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.