Publications 📃

Derek van Tilborg, Helena Brinkman, Emanuele Criscuolo, Luke Rossen, Rıza Özçelik, Francesca Grisoni (2024). Deep learning for low-data drug discovery: hurdles and opportunities. Low-data Review.

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Rıza Özçelik, Sarah de Ruiter, Emanuele Crusciolo, Francesca Grisoni (2024). Chemical Language Modeling with Structured State Spaces. S4.

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Emrah Budur, Rıza Özçelik, Dilara Soylu, Omar Khattab, Tunga Güngör, Christopher Potts (2024). Building Efficient and Effective OpenQA Systems for Low-Resource Languages. squad-tr.

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Asu Büşra Temizer, Gökçe Uludoğan. Rıza Özçelik, Taha Koulani, Elif Ozkirimli, Kutlu O. Ulgen, Nilgün Karalı, Arzucan Özgür (2024). Exploring Data‐Driven Chemical SMILES Tokenization Approaches to Identify Key Protein‐Ligand Binding Moieties. Interpreting CW.

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Rıza Özçelik, Alperen Bağ, Berk Atıl, Melih Barsbey, Arzucan Özgür, Elif Ozkirimli (2023). A Computational Software for Training Robust Drug-Target Affinity Prediction Models: pydebiaseddta. DebiasedDTA.

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Rıza Özçelik, Derek van Tilborg, Jose Jimenez-Luna, Francesca Grisoni (2022). Structure-based Drug Discovery with Deep Learning. SBDD Review.

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Rıza Özçelik, Alperen Bağ, Berk Atıl, Melih Barsbey, Arzucan Özgür, Elif Ozkirimli (2021). DebiasedDTA: A Framework for Improving the Generalizability of Drug-Target Affinity Prediction Models. DebiasedDTA.

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Rıza Özçelik, Hakime Öztürk, Arzucan Özgür, Elif Ozkirimli (2020). ChemBoost: A chemical language based approach for the prediction of protein - ligand binding affinity. ChemBoost.

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Abdullatif Köksal, Hilal Dönmez, Rıza Özçelik, Elif Ozkirimli, Arzucan Özgür (2020). Vapur: A Search Engine to Find Related Protein - Compound Pairs in COVID-19 Literature. Vapur.

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Emrah Budur, Rıza Özçelik, Tunga Güngör, Christopher Potts (2020). Data and Representation for Turkish Natural Language Inference. NLI-TR.

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Rıza Özçelik, Gökçe Uludoğan, Selen Parlar, Özge Bakay, Özlem Ergelen, Olcay Taner Yıldız (2019). User Interface for Turkish Word Network KeNet. KeNet.

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Gökçe Uludoğan, Rıza Özçelik, Selen Parlar, Gökhan Ercan, Olcay Taner Yıldız (2019). User Interfaces for Turkish Natural Language Processing. Nlptoolkit.

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Gökhan Ercan, Orçun Erkek, Onur Açıkgöz, Rıza Özçelik, Selen Parlar, Olcay Taner Yıldız (2018). Data Set Generation for Analysis of Turkish Semantic and Sentence Similarity. Data Set Generation for Analysis of Turkish Semantic and Sentence Similarity.

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