Peyman Passban

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 27

Top Topics

Brazilian Portuguese

Source Language

Machine Translation

Parallel Corpora

Top Venues

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

Publications

Manas Ranjan Mohanty, Tanya G. Roosta, Peyman Passban
What is Lost in Knowledge Distillation? CoRR (2023)
Joyce Zheng, Mehdi Rezagholizadeh, Peyman Passban
Dynamic Position Encoding for Transformers. CoRR (2022)
Peyman Passban, Tanya G. Roosta, Rahul Gupta, Ankit Chadha, Clement Chung
Training Mixed-Domain Translation Models via Federated Learning. NAACL-HLT (2022)
Krtin Kumar, Peyman Passban, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu
From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables. AAAI (2022)
Joyce Zheng, Mehdi Rezagholizadeh, Peyman Passban
Dynamic Position Encoding for Transformers. COLING (2022)
Peyman Passban, Tanya G. Roosta, Rahul Gupta, Ankit Chadha, Clement Chung
Training Mixed-Domain Translation Models via Federated Learning. CoRR (2022)
Peyman Passban, Puneeth S. M. Saladi, Qun Liu
Revisiting Robust Neural Machine Translation: A Transformer Case Study. EMNLP (Findings) (2021)
Tanya Roosta, Peyman Passban, Ankit Chadha
Communication-Efficient Federated Learning for Neural Machine Translation. CoRR (2021)
Ehsan Kamalloo, Mehdi Rezagholizadeh, Peyman Passban, Ali Ghodsi
Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax. CoRR (2021)
Ehsan Kamalloo, Mehdi Rezagholizadeh, Peyman Passban, Ali Ghodsi
Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax. ACL/IJCNLP (Findings) (2021)
Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh, Qun Liu
ALP-KD: Attention-Based Layer Projection for Knowledge Distillation. AAAI (2021)
Kira A. Selby, Yinong Wang, Ruizhe Wang, Peyman Passban, Ahmad Rashid, Mehdi Rezagholizadeh, Pascal Poupart
Robust Embeddings Via Distributions. CoRR (2021)
Yimeng Wu, Peyman Passban, Mehdi Rezagholizadeh, Qun Liu
Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers. EMNLP (1) (2020)
Peyman Passban, Puneeth S. M. Saladi, Qun Liu
Revisiting Robust Neural Machine Translation: A Transformer Case Study. CoRR (2020)
Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh, Qun Liu
ALP-KD: Attention-Based Layer Projection for Knowledge Distillation. CoRR (2020)
Yimeng Wu, Peyman Passban, Mehdi Rezagholizadeh, Qun Liu
Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers. CoRR (2020)
Peyman Passban, Qun Liu, Andy Way
Improving Character-based Decoding Using Target-Side Morphological Information for Neural Machine Translation. CoRR (2018)
Alberto Poncelas, Dimitar Sht. Shterionov, Andy Way, Gideon Maillette de Buy Wenniger, Peyman Passban
Investigating Backtranslation in Neural Machine Translation. CoRR (2018)
Alberto Poncelas, Dimitar Shterionov, Andy Way, Gideon Maillette de Buy Wenniger, Peyman Passban
Investigating Backtranslation in Neural Machine Translation. EAMT (2018)
Peyman Passban, Andy Way, Qun Liu
Tailoring Neural Architectures for Translating from Morphologically Rich Languages. COLING (2018)
Peyman Passban, Qun Liu, Andy Way
Improving Character-Based Decoding Using Target-Side Morphological Information for Neural Machine Translation. NAACL-HLT (2018)
Peyman Passban, Qun Liu, Andy Way
Translating Low-Resource Languages by Vocabulary Adaptation from Close Counterparts. ACM Trans. Asian Low Resour. Lang. Inf. Process. 16 (4) (2017)
Behrang QasemiZadeh, Laura Kallmeyer, Peyman Passban
Sketching Word Vectors Through Hashing. CoRR (2017)
Peyman Passban, Qun Liu, Andy Way
Providing Morphological Information for SMT Using Neural Networks. Prague Bull. Math. Linguistics 108 (2017)
Peyman Passban, Qun Liu, Andy Way
Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings. COLING (2016)
Peyman Passban, Chris Hokamp, Andy Way, Qun Liu
Improving Phrase-Based SMT Using Cross-Granularity Embedding Similarity. EAMT (2016)
Peyman Passban, Qun Liu, Andy Way
Boosting Neural POS Tagger for Farsi Using Morphological Information. ACM Trans. Asian Low Resour. Lang. Inf. Process. 16 (1) (2016)
Peyman Passban, Chris Hokamp, Qun Liu
Bilingual distributed phrase representations for statistical machin translation. MTSummit (2015)
Peyman Passban, Andy Way, Qun Liu
Benchmarking SMT Performance for Farsi Using the TEP++ Corpus. EAMT (2015)