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职业迁徙
个人简介
I am a second-year PhD student in the Center for Information and Language Processing at LMU Munich under the supervision of Alex Fraser. I am broadly interested in transfer learning, self-supervised training for low-resource machine translation, in both supervised and unsupervised scenarios, as well as domain adaptation. My PhD thesis is currently focused on improving cross-lingual pretraining for low-resource languages. In this line of work, I proposed a curriculum for pretraining masked language models to improve unsupervised translation for high-resource/low-resource language pairs. I have also worked on enhancing cross-lingual pretraining by including lexical information from non-contextualized embeddings. Lately, I have been working on multilingual neural machine translation for low-resource directions.
Before that, I completed my diploma (combined BEng and MEng) at the National Technical University of Athens in Athens, Greece, department of Electrical and Computer Engineering. In my thesis, I explored ways of improving transfer learning with language Modeling for several classification tasks, most notably on emotion recognition, under the supervision of Alex Potamianos.
Before that, I completed my diploma (combined BEng and MEng) at the National Technical University of Athens in Athens, Greece, department of Electrical and Computer Engineering. In my thesis, I explored ways of improving transfer learning with language Modeling for several classification tasks, most notably on emotion recognition, under the supervision of Alex Potamianos.
研究兴趣
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CoRR (2023): 14279-14294
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Springer series in design and innovationpp.289-300, (2023)
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Xiang Chen,Alexandra Chronopoulou
arXiv (Cornell University) (2023)
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