By Year By Type

2018

  1. On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference. Adam Poliak, Yonatan Belinkov, James Glass, Benjamin Van Durme In Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) 2018 [Abstract] [PDF] [Code] [Arxiv]
  2. On Internal Language Representations in Deep Learning: An Analysis of Machine Translation and Speech Recognition. Yonatan Belinkov PhD Thesis, Massachusetts Institute of Technology 2018 [PDF]
  3. Synthetic and Natural Noise Both Break Neural Machine Translation. Yonatan Belinkov*, Yonatan Bisk* In International Conference on Learning Representations (ICLR, Oral presentation) 2018 [Abstract] [PDF] [Code] [Arxiv] [Media: Taiwanese Tech news]

2017

  1. Neural Machine Translation Training in a Multi-Domain Scenario. Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Yonatan Belinkov, Stephan Vogel In Proceedings of the International Workshop on Spoken Language Translation (IWSLT) 2017 [Abstract] [PDF] [Arxiv]
  2. Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems. Yonatan Belinkov, James Glass In Advances in Neural Information Processing Systems (NIPS) 2017 [Abstract] [PDF] [Poster] [Code] [Arxiv] [Media: MIT News]
  3. Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks. Yonatan Belinkov, Lluís Màrquez, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James Glass In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP) 2017 [Abstract] [PDF] [Code] [Arxiv] [Media: MIT News]
  4. Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder. Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Stephan Vogel In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP) 2017 [Abstract] [PDF] [Code] [Media: MIT News]
  5. Analysis of sentence embedding models using prediction tasks in natural language processing. Yossi Adi, Einat Kermany, Yonatan Belinkov, Ofer Lavi, Yoav Goldberg IBM Journal of Research and Development 2017 [Abstract]
  6. Language processing and learning models for community question answering in Arabic. Salvatore Romeo, Giovanni Da San Martino, Yonatan Belinkov, Alberto Barrón-Cedeño, Mohamed Eldesouki, Kareem Darwish, Hamdy Mubarak, James Glass, Alessandro Moschitti Information Processing & Management 2017 [Abstract] [PDF]
  7. QMDIS: QCRI-MIT Advanced Dialect Identification System. Sameer Khurana, Maryam Najafian, Ahmed Ali, Tuka Al Hanai, Yonatan Belinkov, James Glass In Proceedings of Interspeech 2017 [Abstract] [PDF]
  8. Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging. Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Ahmed Abdelali, Yonatan Belinkov, Stephan Vogel In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL) 2017 [Abstract] [PDF] [Arxiv]
  9. What do Neural Machine Translation Models Learn about Morphology?. Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James Glass In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL) 2017 [Abstract] [PDF] [Poster] [Code] [Arxiv] [Talk] [Media: NLP Highlights]
  10. Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks. Yossi Adi, Einat Kermany, Yonatan Belinkov, Ofer Lavi, Yoav Goldberg In International Conference on Learning Representations (ICLR) 2017 [Abstract] [PDF] [Arxiv]

2016

  1. Neural Attention for Learning to Rank Questions in Community Question Answering. Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti, Yonatan Belinkov, Wei-Ning Hsu, Yu Zhang, Mitra Mohtarami, James Glass In Proceedings of the 26th International Conference on Computational Linguistics: Technical Papers (Coling) 2016 [Abstract] [PDF]
  2. A Character-level Convolutional Neural Network for Distinguishing Similar Languages and Dialects. Yonatan Belinkov, James Glass In Proceedings of the Third Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial at Coling) 2016 [Abstract] [PDF] [Poster] [Code] [Arxiv]
  3. Shamela: A Large-Scale Historical Arabic Corpus. Yonatan Belinkov, Alexander Magidow, Maxim Romanov, Avi Shmidman, Moshe Koppel In Proceedings of the Workshop on Language Technology Resources and Tools for Digital Humanities (LT4DH at Coling) 2016 [Abstract] [PDF] [Slides] [Arxiv]
  4. Large-Scale Machine Translation between Arabic and Hebrew: Available Corpora and Initial Results. Yonatan Belinkov, James Glass In Proceedings of the Workshop on Semitic Machine Translation (SeMaT at AMTA) 2016 [Abstract] [PDF] [Slides] [Arxiv]
  5. Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection. Roee Aharoni, Yoav Goldberg, Yonatan Belinkov In Proceedings of the 14th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology (SIGMORPHON at ACL) 2016 [Abstract] [PDF]
  6. SLS at SemEval-2016 Task 3: Neural-based Approaches for Ranking in Community Question Answering. Mitra Mohtarami, Yonatan Belinkov, Wei-Ning Hsu, Yu Zhang, Tao Lei, Kfir Bar, Scott Cyphers, Jim Glass In Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016 [Abstract] [PDF]

2015

  1. Arabic Diacritization with Recurrent Neural Networks. Yonatan Belinkov, James Glass In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2015 [Abstract] [PDF] [Poster] [Code]
  2. Answer Selection in Arabic Community Question Answering: A Feature-Rich Approach. Yonatan Belinkov, Alberto Barrón-Cedeño, Hamdy Mubarak In Proceedings of the Second Workshop on Arabic Natural Language Processing (ANLP) 2015 [Abstract] [PDF]
  3. VectorSLU: A Continuous Word Vector Approach to Answer Selection in Community Question Answering Systems. Yonatan Belinkov, Mitra Mohtarami, Scott Cyphers, James Glass In Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval) 2015 [Abstract] [PDF]

2014

  1. Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment. Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson Transactions of the Association for Computational Linguistics (TACL) 2014 [Abstract] [PDF] [Slides] [Code]
  2. arTenTen: Arabic Corpus and Word Sketches. Tressy Arts, Yonatan Belinkov, Nizar Habash, Adam Kilgarriff, Vit Suchomel Journal of King Saud University - Computer and Information Sciences 2014 [Abstract] [PDF] [HTML]
  3. The Arabic Dialect of Ǧisir izZarga: Linguistic description and a preliminary classification, with sample texts. Yonatan Belinkov Master's Thesis, Tel Aviv University 2014 [PDF]
  4. Neural Network Architectures for Prepositional Phrase Attachment Disambiguation. Yonatan Belinkov Master's Thesis, Massachusetts Institute of Technology 2014 [PDF]

2013

  1. Translating Dialectal Arabic to English. Hassan Sajjad, Kareem Darwish, Yonatan Belinkov In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL) 2013 [Abstract] [PDF]
  2. arTenTen: a new, vast corpus for Arabic. Yonatan Belinkov, Nizar Habash, Adam Kilgarriff, Noam Ordan, Ryan Roth, Vít Suchomel In Proceedings of the Second Workshop on Arabic Corpus Linguistics (WACL) 2013