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Research at Unbabel

Publications by the team

We’re giving back to the scientific community by sharing our innovative research in natural language processing and applied AI.


Selective attention for context-aware neural machine translation.

Conference of the North American Chapter of the Association for Computational Linguistics (NAACL'19) 2019

Learning classifiers with Fenchel-Young losses: Generalized entropies, margins, and algorithms

International Conference on Artificial Intelligence and Statistics (AISTATS'19) 2019


Towards Dynamic Computation Graphs via Sparse Latent Structure.

Conference on Empirical Methods in Natural Language Processing (EMNLP'18) 2018

SparseMAP: Differentiable Sparse Structured Inference.

International Conference on Machine Learning (ICML'18) 2018

Sparse and Constrained Attention for Neural Machine Translation.

Annual Meeting of the Association for Computational Linguistics (ACL'18) 2018


Machine Translation as an Academic Writing Aid for Medical Practitioners.

International Conference on Machine Learning (ICML'18) 2017

The Interact Project and Crisis MT.

XVI Machine Translation Summit 2017

Ethical Considerations in NLP shared tasks.

First Workshop on Ethics in Natural Language Processing 2017

Toward a full-scale neural machine translation in production: the Booking.com use case.

  • Pavel Levin
  • Nishikant Dhanuka
  • Talaat Khalil
  • Fedor Kovalev
  • Maxim Khalilov

CoRR 2017


Humor Recognition and Humor Anchor Extraction.

Conference on Empirical Methods in Natural Language Processing (EMNLP-2015) 2015


Cognitive Demand and Cognitive Effort in Post-Editing.

Association for Machine Translation in the Americas (AMTA-2014) 2014

German Compounds and Statistical Machine Translation. Can they get along?

EACL 2014 Tenth Workshop on Multiword Expressions (MWE 2014) 2014

Machine translation for LSPs: strategy and implementation.

Proceedings of the 3rd Workshop on Hybrid Approaches to Machine Translation, HyTra@EACL 2014 2014


Bilingual experiments on automatic recovery of capitalization and punctuation of automatic speech transcripts.

IEEE Transactions on Audio, Speech, and Language Processing 2012