Peyman Passban

According to our database, Peyman Passban authored at least 21 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

What is Lost in Knowledge Distillation?

Manas Ranjan Mohanty, Tanya G. Roosta, Peyman Passban

CoRR, 2023

2022

Training Mixed-Domain Translation Models via Federated Learning.

Peyman Passban, Tanya G. Roosta, Rahul Gupta, Ankit Chadha, Clement Chung

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Dynamic Position Encoding for Transformers.

Joyce Zheng, Mehdi Rezagholizadeh, Peyman Passban

Proceedings of the 29th International Conference on Computational Linguistics, 2022

From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables.

Krtin Kumar, Peyman Passban, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Communication-Efficient Federated Learning for Neural Machine Translation.

Tanya G. Roosta, Peyman Passban, Ankit Chadha

CoRR, 2021

Robust Embeddings Via Distributions.

Kira A. Selby, Yinong Wang, Ruizhe Wang, Peyman Passban, Ahmad Rashid, Mehdi Rezagholizadeh, Pascal Poupart

CoRR, 2021

Revisiting Robust Neural Machine Translation: A Transformer Case Study.

Peyman Passban, Puneeth S. M. Saladi, Qun Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax.

Ehsan Kamalloo, Mehdi Rezagholizadeh, Peyman Passban, Ali Ghodsi

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

ALP-KD: Attention-Based Layer Projection for Knowledge Distillation.

Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh, Qun Liu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers.

Yimeng Wu, Peyman Passban, Mehdi Rezagholizadeh, Qun Liu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2018

Improving Character-Based Decoding Using Target-Side Morphological Information for Neural Machine Translation.

Peyman Passban, Qun Liu, Andy Way

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Investigating Backtranslation in Neural Machine Translation.

Alberto Poncelas, Dimitar Shterionov, Andy Way, Gideon Maillette de Buy Wenniger, Peyman Passban

Proceedings of the 21st Annual Conference of the European Association for Machine Translation, 2018

Tailoring Neural Architectures for Translating from Morphologically Rich Languages.

Peyman Passban, Andy Way, Qun Liu

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

Translating Low-Resource Languages by Vocabulary Adaptation from Close Counterparts.

Peyman Passban, Qun Liu, Andy Way

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017

Providing Morphological Information for SMT Using Neural Networks.

Peyman Passban, Qun Liu, Andy Way

Prague Bull. Math. Linguistics, 2017

Sketching Word Vectors Through Hashing.

Behrang QasemiZadeh, Laura Kallmeyer, Peyman Passban

CoRR, 2017

2016

Boosting Neural POS Tagger for Farsi Using Morphological Information.

Peyman Passban, Qun Liu, Andy Way

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

Improving Phrase-Based SMT Using Cross-Granularity Embedding Similarity.

Peyman Passban, Chris Hokamp, Andy Way, Qun Liu

Proceedings of the 19th Annual Conference of the European Association for Machine Translation, 2016

Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings.

Peyman Passban, Qun Liu, Andy Way

Proceedings of the COLING 2016, 2016

2015

Bilingual distributed phrase representations for statistical machin translation.

Peyman Passban, Chris Hokamp, Qun Liu

Proceedings of Machine Translation Summit XV: Papers, 2015

Benchmarking SMT Performance for Farsi Using the TEP++ Corpus.

Peyman Passban, Andy Way, Qun Liu

Proceedings of the 18th Annual Conference of the European Association for Machine Translation, 2015