Jonay Trénous

4 papers · 2019–2021 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

ACL (3) EMNLP (1)

Top co-authors

André F. T. Martins (3) António V. Lopes (2) M. Amin Farajian (2) Marcos Treviso (2) Fabio Kepler (2) Miguel Vera (2) Felix Hieber (1) Eva Hasler (1) Tobias Domhan (1) Bill Byrne (1)

Research topics

Natural Language Processing (4) Applications (4) Deep Learning (3) Machine Learning (3) Architectures (3) Core Methods (2) Artificial Intelligence (1) Generation (1) Learning Paradigms (1) Learning Types (1) Models (1) Resources & Methods (1)

Keywords

neural machine translation (4) quality estimation (2) sentence-level prediction (2) word-level prediction (2) statistical machine translation (1) ensemble method (1) pre-trained model (1) elastic weight consolidation (1) automatic post-editing (1) translation quality estimation (1) neural network (1) multi-domain adaptation (1) pytorch framework (1) wmt benchmark (1) bert pretrained model (1) data mixing strategy (1) catastrophic forgetting (1) conservativeness penalty (1) transfer learning (1) ensemble learning (1)

Papers

Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation EMNLP 2021 OpenKiwi: An Open Source Framework for Quality Estimation ACL 2019 Unbabel’s Participation in the WMT19 Translation Quality Estimation Shared Task ACL 2019 Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing ACL 2019