Fabio Kepler

5 papers · 2016–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze

🚀 Conference Pioneer 📈 Trend Setter

Venues

ACL (2) EMNLP (2) Interspeech (1)

Top co-authors

Miguel Vera (4) André F. T. Martins (4) Marcos Treviso (2) Daan van Stigt (2) Jonay Trénous (2) Ana C Farinha (1) Ricardo Rei (1) M. Amin Farajian (1) Eugénio Ribeiro (1) Isabel Trancoso (1)

Research topics

Machine Learning (5) Deep Learning (4) Natural Language Processing (4) Applications (4) Architectures (4) Artificial Intelligence (3) Core Methods (3) Learning Paradigms (2) Learning Types · Machine Learning (2) Core AI (1) Learning Types · Deep Learning (1)

Keywords

quality estimation (4) neural machine translation (3) post-editing effort (2) machine translation (2) sentence-level prediction (2) word-level prediction (2) multilingual model (1) multilingual encoder (1) phonetic feature (1) log-likelihood ratio (1) translation quality estimation (1) transformer model (1) neural network (1) predictor-estimator architecture (1) uncertainty-based feature (1) direct assessment (1) uncertainty objective (1) system fusion (1) pytorch framework (1) wmt benchmark (1)

Papers

IST-Unbabel 2021 Submission for the Quality Estimation Shared Task EMNLP 2021 IST-Unbabel Participation in the WMT20 Quality Estimation Shared Task EMNLP 2020 OpenKiwi: An Open Source Framework for Quality Estimation ACL 2019 Unbabel’s Participation in the WMT19 Translation Quality Estimation Shared Task ACL 2019 Exploiting Phone Log-Likelihood Ratio Features for the Detection of the Native Language of Non-Native English Speakers Interspeech 2016