ITUTime: Turkish Temporal Expression Extraction and Normalization

Ayşenur Uzun; A. Cüneyd Tantuğ

doi:10.1007/978-3-030-86887-1_7

ITUTime: Turkish Temporal Expression Extraction and Normalization

Ayşenur Uzun^*
, A. Cüneyd Tantuğ

^*Bu çalışma için yazışmadan sorumlu yazar

Yapay Zeka ve Veri Mühendisliği Bölümü

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

Özet

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.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Distributed Computing and Artificial Intelligence, Volume 2
Ana bilgisayar yayını alt yazısı	Special Sessions 18th International Conference
Editörler	Sara Rodríguez González, José Manuel Machado, Alfonso González-Briones, Jaroslaw Wikarek, Roussanka Loukanova, George Katranas, Roberto Casado-Vara
Yayınlayan	Springer Science and Business Media Deutschland GmbH
Sayfalar	74-85
Sayfa sayısı	12
ISBN (Basılı)	9783030868864
DOI'lar	https://doi.org/10.1007/978-3-030-86887-1_7
Yayın durumu	Yayınlandı - 2022
Etkinlik	18th International Symposium on Distributed Computing and Artificial Intelligence, DCAI 2021 - Salamanca, Spain Süre: 6 Eki 2021 → 8 Eki 2021

Yayın serisi

Adı	Lecture Notes in Networks and Systems
Hacim	332
ISSN (Basılı)	2367-3370
ISSN (Elektronik)	2367-3389

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	18th International Symposium on Distributed Computing and Artificial Intelligence, DCAI 2021
Ülke/Bölge	Spain
Şehir	Salamanca
Periyot	6/10/21 → 8/10/21

Bibliyografik not

Publisher Copyright:
© 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Belgeye Erişim

10.1007/978-3-030-86887-1_7

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Uzun, A., & Tantuğ, A. C. (2022). ITUTime: Turkish Temporal Expression Extraction and Normalization. In S. R. González, J. M. Machado, A. González-Briones, J. Wikarek, R. Loukanova, G. Katranas, & R. Casado-Vara (Eds.), Distributed Computing and Artificial Intelligence, Volume 2: Special Sessions 18th International Conference (pp. 74-85). (Lecture Notes in Networks and Systems; Hac. 332). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-86887-1_7

Uzun, Ayşenur ; Tantuğ, A. Cüneyd. / ITUTime : Turkish Temporal Expression Extraction and Normalization. Distributed Computing and Artificial Intelligence, Volume 2: Special Sessions 18th International Conference. editör / Sara Rodríguez González ; José Manuel Machado ; Alfonso González-Briones ; Jaroslaw Wikarek ; Roussanka Loukanova ; George Katranas ; Roberto Casado-Vara. Springer Science and Business Media Deutschland GmbH, 2022. pp. 74-85 (Lecture Notes in Networks and Systems).

@inproceedings{8b503e882c314fe9aae41039abad5320,

title = "ITUTime: Turkish Temporal Expression Extraction and Normalization",

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.",

author = "Ay{\c s}enur Uzun and Tantuğ, \{A. C{\"u}neyd\}",

note = "Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.; 18th International Symposium on Distributed Computing and Artificial Intelligence, DCAI 2021 ; Conference date: 06-10-2021 Through 08-10-2021",

year = "2022",

doi = "10.1007/978-3-030-86887-1\_7",

language = "English",

isbn = "9783030868864",

series = "Lecture Notes in Networks and Systems",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "74--85",

editor = "Gonz{\'a}lez, \{Sara Rodr{\'i}guez\} and Machado, \{Jos{\'e} Manuel\} and Alfonso Gonz{\'a}lez-Briones and Jaroslaw Wikarek and Roussanka Loukanova and George Katranas and Roberto Casado-Vara",

booktitle = "Distributed Computing and Artificial Intelligence, Volume 2",

address = "Germany",

}

Uzun, A & Tantuğ, AC 2022, ITUTime: Turkish Temporal Expression Extraction and Normalization. in SR González, JM Machado, A González-Briones, J Wikarek, R Loukanova, G Katranas & R Casado-Vara (eds), Distributed Computing and Artificial Intelligence, Volume 2: Special Sessions 18th International Conference. Lecture Notes in Networks and Systems, hac. 332, Springer Science and Business Media Deutschland GmbH, pp. 74-85, 18th International Symposium on Distributed Computing and Artificial Intelligence, DCAI 2021, Salamanca, Spain, 6/10/21. https://doi.org/10.1007/978-3-030-86887-1_7

ITUTime: Turkish Temporal Expression Extraction and Normalization. / Uzun, Ayşenur; Tantuğ, A. Cüneyd.
Distributed Computing and Artificial Intelligence, Volume 2: Special Sessions 18th International Conference. ed. / Sara Rodríguez González; José Manuel Machado; Alfonso González-Briones; Jaroslaw Wikarek; Roussanka Loukanova; George Katranas; Roberto Casado-Vara. Springer Science and Business Media Deutschland GmbH, 2022. p. 74-85 (Lecture Notes in Networks and Systems; Hac. 332).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - ITUTime

T2 - 18th International Symposium on Distributed Computing and Artificial Intelligence, DCAI 2021

AU - Uzun, Ayşenur

AU - Tantuğ, A. Cüneyd

PY - 2022

Y1 - 2022

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/85115385827

U2 - 10.1007/978-3-030-86887-1_7

DO - 10.1007/978-3-030-86887-1_7

M3 - Conference contribution

AN - SCOPUS:85115385827

SN - 9783030868864

T3 - Lecture Notes in Networks and Systems

SP - 74

EP - 85

BT - Distributed Computing and Artificial Intelligence, Volume 2

A2 - González, Sara Rodríguez

A2 - Machado, José Manuel

A2 - González-Briones, Alfonso

A2 - Wikarek, Jaroslaw

A2 - Loukanova, Roussanka

A2 - Katranas, George

A2 - Casado-Vara, Roberto

PB - Springer Science and Business Media Deutschland GmbH

Y2 - 6 October 2021 through 8 October 2021

ER -

Uzun A, Tantuğ AC. ITUTime: Turkish Temporal Expression Extraction and Normalization. In González SR, Machado JM, González-Briones A, Wikarek J, Loukanova R, Katranas G, Casado-Vara R, editörler, Distributed Computing and Artificial Intelligence, Volume 2: Special Sessions 18th International Conference. Springer Science and Business Media Deutschland GmbH. 2022. p. 74-85. (Lecture Notes in Networks and Systems). doi: 10.1007/978-3-030-86887-1_7

ITUTime: Turkish Temporal Expression Extraction and Normalization

Özet

Yayın serisi

???event.eventtypes.event.conference???

Bibliyografik not

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap