Normalizing Non-canonical Turkish Texts Using Machine Translation Approaches. - Talha Çolakoglu; Umut Sulubacak; Ahmet Cüneyd Tantug (ACL (2), 2019)

Filtering Noisy Parallel Corpus using Transformers with Proxy Task Learning. - Haluk Açarçiçek; Talha Çolakoglu; Pinar Ece Aktan Hatipoglu; Chong Hsuan Huang; Wei Peng 011 (WMT@EMNLP, 2020)

A Unified Formulation for the Frequency Distribution of Word Frequencies using the Inverse Zipf's Law. - Can Özbey; Talha Çolakoglu; M. Safak Bilici; Ekin Can Erkus (SIGIR, 2023)

An empirical study of cyclical learning rate on neural machine translation. - Weixuan Wang; Choon Meng Lee; Jianfeng Liu 004; Talha Çolakoglu; Wei Peng 011 (Nat. Lang. Eng., 2023)