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Regotron: Regularizing the Tacotron2 architecture via monotonic alignment loss

Efthymios Georgiou , Kosmas Kritsis , Georgios Paraskevopoulos , Athanasios Katsamanis , Vassilis Katsouros , Alexandros Potamianos

* Submitted at InterSpeech 2022 

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MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis

Georgios Paraskevopoulos , Efthymios Georgiou , Alexandros Potamianos

* Accepted, ICASSP 2022 

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EmpBot: A T5-based Empathetic Chatbot focusing on Sentiments

Emmanouil Zaranis , Georgios Paraskevopoulos , Athanasios Katsamanis , Alexandros Potamianos

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UDALM: Unsupervised Domain Adaptation through Language Modeling

Constantinos Karouzos , Georgios Paraskevopoulos , Alexandros Potamianos

* Accepted for publication in 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) 

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Unsupervised low-rank representations for speech emotion recognition

Georgios Paraskevopoulos , Efthymios Tzinis , Nikolaos Ellinas , Theodoros Giannakopoulos , Alexandros Potamianos

* Published at Interspeech 2019 

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End-to-end Generative Zero-shot Learning via Few-shot Learning

Georgios Chochlakis , Efthymios Georgiou , Alexandros Potamianos

* 12 pages, 3 figures, 6 tables 

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Attention-based Conditioning Methods for External Knowledge Integration

Katerina Margatina , Christos Baziotis , Alexandros Potamianos

* ACL 2019 

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Cross-topic distributional semantic representations via unsupervised mappings

Eleftheria Briakou , Nikos Athanasiou , Alexandros Potamianos

* NAACL-HLT 2019 

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An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models

Alexandra Chronopoulou , Christos Baziotis , Alexandros Potamianos

* NAACL 2019 

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SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression

Christos Baziotis , Ion Androutsopoulos , Ioannis Konstas , Alexandros Potamianos

* Accepted to NAACL 2019 

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