Onur Çelebi

5 papers · 2021–2023 · 4 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) ACL (1) JMLR (1) NAACL (1)

Top co-authors

Holger Schwenk (4) Kevin Heffernan (3) Michael Auli (2) Alexandre Mourachko (2) Guillaume Wenzek (2) Vishrav Chaudhary (2) Angela Fan (2) Sergey Edunov (1) Yingzhe Guo (1) Tom Birch (1)

Research topics

Machine Learning (4) Natural Language Processing (4) Applications (4) Learning Types · Machine Learning (4) Deep Learning (3) Resources & Methods (3) Artificial Intelligence (2) Application Areas (2) Architectures (2) Core AI (2) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

low-resource language (3) knowledge distillation (2) multilingual machine translation (2) bitext mining (2) machine translation (2) neural machine translation (2) deep learning (1) data pipeline (1) sentence embedding (1) modular framework (1) multilingual representation (1) multilingual embedding (1) multilingual natural language processing (1) model capacity (1) many-to-many translation (1) transformer model (1) massively multilingual model (1) machine translation pipeline (1) semi-supervised learning (1) proxy score (1)

Papers

xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages ACL 2023 Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages EMNLP 2022 stopes - Modular Machine Translation Pipelines EMNLP 2022 Beyond English-Centric Multilingual Machine Translation JMLR 2021 Self-training Improves Pre-training for Natural Language Understanding NAACL 2021