Automatic Selection of Parallel Data for Machine Translation. - Despoina Mouratidis; Katia Lida Kermanidis (AIAI (Workshops), 2018)

Ensemble and Deep Learning for Language-Independent Automatic Selection of Parallel Data. - Despoina Mouratidis; Katia Lida Kermanidis (Algorithms, 2019)

Machine Translation Quality: A comparative evaluation of SMT, NMT and tailored-NMT outputs. - Maria Stasimioti; Vilelmini Sosoni; Katia Kermanidis; Despoina Mouratidis (EAMT, 2020)

Innovative Deep Neural Network Fusion for Pairwise Translation Evaluation. - Despoina Mouratidis; Katia Lida Kermanidis; Vilelmini Sosoni (AIAI (2), 2020)

A machine learning approach for gender identification of Greek tweet authors. - Spiros Baxevanakis; Stelios Gavras; Despoina Mouratidis; Katia Lida Kermanidis (PETRA, 2020)

Exploring the Effectiveness of Employing Limited Resources for Deep Neural Pairwise Evaluation of Machine Translation. - Despoina Mouratidis; Katia Lida Kermanidis (IISA, 2021)

Deep Learning for Fake News Detection in a Pairwise Textual Input Schema. - Despoina Mouratidis; Maria Nefeli Nikiforos; Katia Lida Kermanidis (Comput., 2021)

Virtual Learning Communities (VLCs) rethinking: From negotiation and conflict to prompting and inspiring. - Spyros Tzanavaris; Stefanos Nikiforos; Despoina Mouratidis; Katia Lida Kermanidis (Educ. Inf. Technol., 2021)

Αρχιτεκτονικές βαθιάς μάθησης στην Γλωσσική Τεχνολογία: οι περιπτώσεις της αυτόματης αξιολόγησης μηχανικής μετάφρασης και της ανίχνευσης ψευδών ειδήσεων - Despoina Mouratidis (2021)

Domain-Specific Term Extraction: A Case Study on Greek Maritime Legal Texts. - Despoina Mouratidis; Eirini Mathe; Yorghos Voutos; Klio Stamou; Katia Lida Kermanidis; Phivos Mylonas; Andreas Kanavos (SETN, 2022)

Comparative Study of Recurrent and Dense Neural Networks for Classifying Maritime Terms. - Despoina Mouratidis; Katia Kermanidis; Andreas Kanavos (IISA, 2023)

ShipQuest: A Bottom-Up Approach for Building a Modern Greek Maritime Ontology. - Eirini Mathe; Despoina Mouratidis; Yorghos Voutos; Katia Kermanidis; Phivos Mylonas; Andreas Kanavos (SMAP, 2023)

Bridging Linguistic Gaps: Developing a Greek Text Simplification Dataset. - Leonidas Agathos; Andreas Avgoustis; Xristiana Kryelesi; Aikaterini Makridou; Ilias Tzanis; Despoina Mouratidis; Katia Lida Kermanidis; Andreas Kanavos (Inf., 2024)