Yonatan Belinkov
Yonatan Belinkov
Postdoctoral Fellow, Harvard / MIT
Verified email at mit.edu - Homepage
TitleCited byYear
Fine-grained analysis of sentence embeddings using auxiliary prediction tasks
Y Adi, E Kermany, Y Belinkov, O Lavi, Y Goldberg
arXiv preprint arXiv:1608.04207, 2016
1832016
Synthetic and natural noise both break neural machine translation
Y Belinkov, Y Bisk
arXiv preprint arXiv:1711.02173, 2017
1252017
What do neural machine translation models learn about morphology?
Y Belinkov, N Durrani, F Dalvi, H Sajjad, J Glass
arXiv preprint arXiv:1704.03471, 2017
1012017
Linguistic knowledge and transferability of contextual representations
NF Liu, M Gardner, Y Belinkov, M Peters, NA Smith
arXiv preprint arXiv:1903.08855, 2019
582019
Evaluating layers of representation in neural machine translation on part-of-speech and semantic tagging tasks
Y Belinkov, L Màrquez, H Sajjad, N Durrani, F Dalvi, J Glass
arXiv preprint arXiv:1801.07772, 2018
43*2018
VectorSLU: A continuous word vector approach to answer selection in community question answering systems
Y Belinkov, M Mohtarami, S Cyphers, J Glass
Proceedings of the 9th international workshop on semantic evaluation …, 2015
422015
Analysis methods in neural language processing: A survey
Y Belinkov, J Glass
Transactions of the Association for Computational Linguistics 7, 49-72, 2019
382019
Arabic diacritization with recurrent neural networks
Y Belinkov, J Glass
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
362015
Translating dialectal arabic to english
H Sajjad, K Darwish, Y Belinkov
Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013
332013
arTenTen: Arabic corpus and word sketches
T Arts, Y Belinkov, N Habash, A Kilgarriff, V Suchomel
Journal of King Saud University-Computer and Information Sciences 26 (4 …, 2014
312014
Analyzing hidden representations in end-to-end automatic speech recognition systems
Y Belinkov, J Glass
Advances in Neural Information Processing Systems, 2441-2451, 2017
292017
A character-level convolutional neural network for distinguishing similar languages and dialects
Y Belinkov, J Glass
arXiv preprint arXiv:1609.07568, 2016
252016
Improving sequence to sequence learning for morphological inflection generation: The BIU-MIT systems for the SIGMORPHON 2016 shared task for morphological reinflection
R Aharoni, Y Goldberg, Y Belinkov
Proceedings of the 14th SIGMORPHON Workshop on Computational Research in …, 2016
242016
Exploring compositional architectures and word vector representations for prepositional phrase attachment
Y Belinkov, T Lei, R Barzilay, A Globerson
Transactions of the Association for Computational Linguistics 2, 561-572, 2014
232014
Identifying and Controlling Important Neurons in Neural Machine Translation
A Bau, Y Belinkov, H Sajjad, N Durrani, F Dalvi, J Glass
International Conference on Learning Representations, 2019
212019
Understanding and improving morphological learning in the neural machine translation decoder
F Dalvi, N Durrani, H Sajjad, Y Belinkov, S Vogel
Proceedings of the Eighth International Joint Conference on Natural Language …, 2017
212017
SLS at SemEval-2016 Task 3: Neural-based approaches for ranking in community question answering
M Mohtarami, Y Belinkov, WN Hsu, Y Zhang, T Lei, K Bar, S Cyphers, ...
Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016
212016
Neural attention for learning to rank questions in community question answering
S Romeo, G Da San Martino, A Barrón-Cedeno, A Moschitti, Y Belinkov, ...
Proceedings of COLING 2016, the 26th International Conference on …, 2016
192016
Neural machine translation training in a multi-domain scenario
H Sajjad, N Durrani, F Dalvi, Y Belinkov, S Vogel
arXiv preprint arXiv:1708.08712, 2017
182017
What is one grain of sand in the desert? analyzing individual neurons in deep nlp models
F Dalvi, N Durrani, H Sajjad, Y Belinkov, A Bau, J Glass
Proceedings of the AAAI Conference on Artificial Intelligence 33, 6309-6317, 2019
152019
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Articles 1–20