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UDALM: Unsupervised Domain Adaptation through Language Modeling


Apr 14, 2021
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


Apr 14, 2021
Georgios Paraskevopoulos, Efthymios Tzinis, Nikolaos Ellinas, Theodoros Giannakopoulos, Alexandros Potamianos

* Published at Interspeech 2019 https://www.isca-speech.org/archive/Interspeech_2019/abstracts/2769.html 

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Multiresolution and Multimodal Speech Recognition with Transformers


Apr 29, 2020
Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare, Shiva Sundaram

* Accepted for ACL 2020 

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Integrating Recurrence Dynamics for Speech Emotion Recognition


Nov 09, 2018
Efthymios Tzinis, Georgios Paraskevopoulos, Christos Baziotis, Alexandros Potamianos

* Proc. Interspeech 2018, pp. 927-931 

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Pattern Search Multidimensional Scaling


Jun 06, 2018
Georgios Paraskevopoulos, Efthymios Tzinis, Emmanuel-Vasileios Vlatakis-Gkaragkounis, Alexandros Potamianos

* 36 pages, Under review for JMLR 

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NTUA-SLP at SemEval-2018 Task 3: Tracking Ironic Tweets using Ensembles of Word and Character Level Attentive RNNs


Apr 18, 2018
Christos Baziotis, Nikos Athanasiou, Pinelopi Papalampidi, Athanasia Kolovou, Georgios Paraskevopoulos, Nikolaos Ellinas, Alexandros Potamianos

* SemEval-2018, Task 3 "Irony detection in English tweets" 

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NTUA-SLP at SemEval-2018 Task 1: Predicting Affective Content in Tweets with Deep Attentive RNNs and Transfer Learning


Apr 18, 2018
Christos Baziotis, Nikos Athanasiou, Alexandra Chronopoulou, Athanasia Kolovou, Georgios Paraskevopoulos, Nikolaos Ellinas, Shrikanth Narayanan, Alexandros Potamianos

* Semeval 2018, Task 1 "Affect in Tweets" 

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NTUA-SLP at SemEval-2018 Task 2: Predicting Emojis using RNNs with Context-aware Attention


Apr 18, 2018
Christos Baziotis, Nikos Athanasiou, Georgios Paraskevopoulos, Nikolaos Ellinas, Athanasia Kolovou, Alexandros Potamianos

* SemEval-2018, Task 2 "Multilingual Emoji Prediction" 

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