Browsing by Author "Demir, Şeniz"
Now showing items 1-7 of 7
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A benchmark dataset for Turkish data-to-text generation
Demir, Şeniz; Öktem, Seza (Elsevier, 2022)In the last decades, data-to-text (D2T) systems that directly learn from data have gained a lot of attention in natural language generation. These systems need data with high quality and large volume, but unfortunately ... -
Customer segmentation of an online retailer
Öniz, Bengisu (MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2018)Data about customers and their shopping habits is one of the most valuable assets of many organizations. Processing customer data, discovering unknown patterns, and getting useful results from them are primary purposes of ... -
Developing a relation extraction model from english wikipedia articles for ınformation boxes
Karabal, Kaan (MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2018)With the beginning of internet era in the mid '90s, the source of knowledge started to change rapidly from written sources such as the well-known Enyclopedia Britannica to online sources. One of the first online sources ... -
An evaluation of recent neural sequence tagging models in Turkish named entity recognition
Aras, Gizem; Makaroğlu, Didem; Demir, Şeniz; Çakır, Altan (Elsevier, 2021)Named entity recognition (NER) is an extensively studied task that extracts and classifies named entities in a text. NER is crucial not only in downstream language processing applications such as relation extraction and ... -
Graph-based Turkish text normalization and its impact on noisy text processing
Demir, Şeniz; Topçu, Berkay (Elsevier, 2022)User generated texts on the web are freely-available and lucrative sources of data for language technology researchers. Unfortunately, these texts are often dominated by informal writing styles and the language used in ... -
Özyinelemeli sinir ağları ile Türkçe doğal dil üretimi
Gökmen, Muhittin; Demir, Şeniz; Gökmen, Muhittin; Demir, Şeniz (TÜBİTAK, 2018)İnsanlar arasındaki iletişimi sağlayan doğal diller, zaman içinde insanlarla etkin ve kullanıcı dostu etkileşim kurabilmek amacıyla sistemler ve yazılımlar tarafından kullanılmaya başlanmıştır. Tıpkı insanlar gibi sesli ... -
An XML parser for Turkish wikipedia
Vardar, Uluç Furkan; Devran, İlkay Tevfik; Demir, Şeniz (IEEE, 2019)Nowadays, visual and written data that can be easily accessed over the internet has enabled the development of research in many different fields. However, the availability of data is not sufficient by itself. It is of great ...
