M. Amin Farajian
6 papers · 2017–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
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Research topics
Natural Language Processing
(6)
Applications
(6)
Deep Learning
(3)
Generation
(3)
Machine Learning
(2)
Architectures
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
neural machine translation
(5)
chat translation
(3)
machine translation
(3)
domain adaptation
(2)
bilingual conversation
(2)
customer support
(2)
pre-trained model
(1)
pre-trained language model
(1)
retrieval-augmented generation
(1)
multilingual model
(1)
conversational text
(1)
phrase-based translation
(1)
multi-domain translation
(1)
automatic post-editing
(1)
sentence-level prediction
(1)
word-level prediction
(1)
translation quality estimation
(1)
multidimensional quality metrics
(1)
bert pretrained model
(1)
transfer learning
(1)
Papers
Findings of the WMT 2022 Shared Task on Chat Translation
EMNLP 2022
Unbabel-IST at the WMT Chat Translation Shared Task
EMNLP 2022
Findings of the WMT 2020 Shared Task on Chat Translation
EMNLP 2020
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
Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario
EACL 2017