Research Projects
Active Projects
Developing English-Turkish Neural Machine Translation Methods in the Literary Domain
Research project focused on developing neural machine translation methods specifically for literary texts between English and Turkish.
Universality, Diversity and Idiosyncrasy in Language Technology (UniDive)
COST Action focusing on universality, diversity and idiosyncrasy in language technology research.
LifeLU: Understanding the Language of Life
ERC Consolidator Grant project aimed at identifying and characterizing the language units in protein sequences.
Completed Projects
Utilizing Digital Technology for Social Cohesion, Positive Messaging and Peace
European Commission project boosting collaboration, exchange and solidarity through digital technology.
Developing Multi-modal Neural Machine Translation Corpus and System for Low-Resource Languages
Development of multi-modal neural machine translation corpus and system for low-resource languages.
Language in the Human-Machine Era (LITHME)
COST Action exploring the future of language in the era of human-machine interaction.
Chemical Language Processing for Target-Based Drug Design
TUBITAK funded project applying language processing techniques for target-based drug design.
Linguistics-supported Turkish Natural Language Processing Platform
Development of a linguistics-supported platform for Turkish natural language processing.
Literary Machine Translation to Produce Translations that Reflect Translators' Style and Generate Retranslations
Research on developing machine translation systems that can capture translator style and produce literary retranslations.
A Deep Learning based Turkish Dependency Parser
Development of a deep learning-based dependency parser for Turkish language.
Contextual Text Mining from the Biomedical Scientific Literature
EU FP7 Marie-Curie project on extracting contextual information from biomedical literature.
Protein-Ligand Database Construction
Construction of a protein-ligand database using text mining techniques.
Named Entity Recognition and Hashtag Segmentation in Social Media Text
Research on named entity recognition and hashtag segmentation for social media text.
Developing an Adaptive Question Answering System for Education
TUBITAK FATIH project developing an adaptive question answering system for students.
Jointly Self-trained Parsers
Research on developing jointly self-trained parsers for natural language processing.
Developing Concept Mining Methods for Turkish Document Analysis
TUBITAK funded project developing concept mining methods for Turkish documents.
Concept Extraction from Turkish Texts by Automatic Methods
BAP funded project on automatic concept extraction from Turkish texts.
Morphology Based Language Modeling for Turkish Speech Recognition
TUBITAK funded research on morphology-based language modeling for Turkish speech recognition systems.
Morphology Based Language Modeling for Turkish Speech Recognition (BAP)
BAP funded project on morphology-based language modeling for Turkish speech recognition.
Developing Structure-preserving and Query-biased Automated Summarization Methods for Web Search Engines
BAP funded project on automated summarization methods for web search engines.
Developing a General-Purpose Turkish Handwritten Recognition System using a Large Lexicon
BAP funded project on Turkish handwritten character recognition.
Developing Natural Language Processing-based Methods for Text Classification
BAP funded project on NLP-based text classification methods.
Morphotactic based Statistical Language Modeling for Large Vocabulary Continuous Speech Recognition Systems
BAP funded project on morphotactic-based language modeling for speech recognition.
Developing Dynamic and Adaptive Methods for Turkish Spam Filtering
BAP funded project on spam filtering methods for Turkish emails.
Statistical Analysis of Turkish
BAP funded pioneering project on statistical processing of Turkish language.