Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks

1 code implementation • Findings (NAACL) 2022 • Şaziye Özateş, Arzucan Özgür, Tunga Gungor, Özlem Çetinoğlu

Code-switching dependency parsing stands as a challenging task due to both the scarcity of necessary resources and the structural difficulties embedded in code-switched languages.

Dependency Parsing XLM-R

Sentiment Analysis Using Averaged Weighted Word Vector Features

1 code implementation • 13 Feb 2020 • Ali Erkan, Tunga Gungor

People use the world wide web heavily to share their experience with entities such as products, services, or travel destinations.

Sentiment Analysis

Turkish Treebanking: Unifying and Constructing Efforts

no code implementations • WS 2019 • Utku T{\"u}rk, Furkan Atmaca, {\c{S}}aziye Bet{\"u}l {\"O}zate{\c{s}}, Abdullatif K{\"o}ksal, Balkiz Ozturk Basaran, Tunga Gungor, Arzucan {\"O}zg{\"u}r

In addition to the treebanks, we have also constructed a custom annotation software with advanced filtering and morphological editing options.

Morphological Embeddings for Named Entity Recognition in Morphologically Rich Languages

no code implementations • 1 Jun 2017 • Onur Gungor, Eray Yildiz, Suzan Uskudarli, Tunga Gungor

We contribute by proposing several schemes for representing the morphological analysis of a word in the context of named entity recognition.

Morphological Analysis named-entity-recognition +2