Ksenia Kharitonova

2 papers · 2021–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

AAAI (1) EMNLP (1)

Top co-authors

Javier Ferrando (1) Maite Melero (1) Mar Rodriguez i Alvarez (1) Ona de Gibert Bonet (1) Marta R. Costa-jussà (1) Roser Batlle (1) Carlos Escolano (1) Christine Basta (1) Jordi Armengol-Estapé (1)

Research topics

Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Applications (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Application Areas (1) Architectures (1) Core AI (1)

Keywords

transfer learning (1) attention mechanism (1) machine translation (1) multilingual translation (1) neural machine translation (1) low-resource language (1) multilingual model (1) multilingual neural machine translation (1) gender bia (1) attention analysis (1) language-specific encoder (1) romance language (1) shared architecture (1) shallow decoder (1) multilingual architecture (1) semi-supervised machine translation (1) encoder initialization (1)

Papers

Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters AAAI 2022 Transfer Learning with Shallow Decoders: BSC at WMT2021’s Multilingual Low-Resource Translation for Indo-European Languages Shared Task EMNLP 2021