Peyman Passban

32 papers A* 2B 3C 3Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
PyEvoCell: an LLM-augmented single-cell trajectory analysis dashboard.
Bioinform.
Sachin Mathur, Mathieu Beauvais, Arnau Giribet, Nicolas Aragon Barrero, Chaorui Zhang, Towsif Rahman, Seqian Wang, Jeremy Huang, Nima Nouri, Andre H. Kurlovs, Ziv Bar-Joseph, Peyman Passban
2025 J jnl
The Order Effect: Investigating Prompt Sensitivity in Closed-Source LLMs.
CoRR
Bryan Guan, Tanya G. Roosta, Peyman Passban, Mehdi Rezagholizadeh
2024 — ed.
NeurIPS Efficient Natural Language and Speech Processing Workshop, 14 December 2024, Vancouver, British Columbia, Canada.
ENLSP
Mehdi Rezagholizadeh, Peyman Passban, Soheila Samiee, Vahid Partovi Nia, Yu Cheng, Yue Deng, Qun Liu, Boxing Chen
2023 J jnl
What is Lost in Knowledge Distillation?
CoRR
Manas Ranjan Mohanty, Tanya G. Roosta, Peyman Passban
2022 B conf
Dynamic Position Encoding for Transformers.
COLING
Joyce Zheng, Mehdi Rezagholizadeh, Peyman Passban
2022 J jnl
Dynamic Position Encoding for Transformers.
CoRR
Joyce Zheng, Mehdi Rezagholizadeh, Peyman Passban
2022 A* conf
From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables.
AAAI
Krtin Kumar, Peyman Passban, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu
2022 — conf
Training Mixed-Domain Translation Models via Federated Learning.
NAACL-HLT
Peyman Passban, Tanya G. Roosta, Rahul Gupta, Ankit Chadha, Clement Chung
2022 J jnl
Training Mixed-Domain Translation Models via Federated Learning.
CoRR
Peyman Passban, Tanya G. Roosta, Rahul Gupta, Ankit Chadha, Clement Chung
2021 A* conf
ALP-KD: Attention-Based Layer Projection for Knowledge Distillation.
AAAI
Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh, Qun Liu
2021 J jnl
Communication-Efficient Federated Learning for Neural Machine Translation.
CoRR
Tanya G. Roosta, Peyman Passban, Ankit Chadha
2021 — conf
Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax.
ACL/IJCNLP (Findings)
Ehsan Kamalloo, Mehdi Rezagholizadeh, Peyman Passban, Ali Ghodsi
2021 J jnl
Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax.
CoRR
Ehsan Kamalloo, Mehdi Rezagholizadeh, Peyman Passban, Ali Ghodsi
2021 — conf
Revisiting Robust Neural Machine Translation: A Transformer Case Study.
EMNLP (Findings)
Peyman Passban, Puneeth S. M. Saladi, Qun Liu
2021 J jnl
Robust Embeddings Via Distributions.
CoRR
Kira A. Selby, Yinong Wang, Ruizhe Wang, Peyman Passban, Ahmad Rashid, Mehdi Rezagholizadeh, Pascal Poupart
2020 J jnl
ALP-KD: Attention-Based Layer Projection for Knowledge Distillation.
CoRR
Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh, Qun Liu
2020 J jnl
Revisiting Robust Neural Machine Translation: A Transformer Case Study.
CoRR
Peyman Passban, Puneeth S. M. Saladi, Qun Liu
2020 — conf
Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers.
EMNLP (1)
Yimeng Wu, Peyman Passban, Mehdi Rezagholizadeh, Qun Liu
2020 J jnl
Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers.
CoRR
Yimeng Wu, Peyman Passban, Mehdi Rezagholizadeh, Qun Liu
2018 — conf
Improving Character-Based Decoding Using Target-Side Morphological Information for Neural Machine Translation.
NAACL-HLT
Peyman Passban, Qun Liu, Andy Way
2018 J jnl
Improving Character-based Decoding Using Target-Side Morphological Information for Neural Machine Translation.
CoRR
Peyman Passban, Qun Liu, Andy Way
2018 C conf
Investigating Backtranslation in Neural Machine Translation.
EAMT
Alberto Poncelas, Dimitar Shterionov, Andy Way, Gideon Maillette de Buy Wenniger, Peyman Passban
2018 J jnl
Investigating Backtranslation in Neural Machine Translation.
CoRR
Alberto Poncelas, Dimitar Sht. Shterionov, Andy Way, Gideon Maillette de Buy Wenniger, Peyman Passban
2018 B conf
Tailoring Neural Architectures for Translating from Morphologically Rich Languages.
COLING
Peyman Passban, Andy Way, Qun Liu
2017 J jnl
Providing Morphological Information for SMT Using Neural Networks.
Prague Bull. Math. Linguistics
Peyman Passban, Qun Liu, Andy Way
2017 J jnl
Sketching Word Vectors Through Hashing.
CoRR
Behrang QasemiZadeh, Laura Kallmeyer, Peyman Passban
2017 J jnl
Translating Low-Resource Languages by Vocabulary Adaptation from Close Counterparts.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Peyman Passban, Qun Liu, Andy Way
2016 J jnl
Boosting Neural POS Tagger for Farsi Using Morphological Information.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Peyman Passban, Qun Liu, Andy Way
2016 B conf
Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings.
COLING
Peyman Passban, Qun Liu, Andy Way
2016 C conf
Improving Phrase-Based SMT Using Cross-Granularity Embedding Similarity.
EAMT
Peyman Passban, Chris Hokamp, Andy Way, Qun Liu
2015 C conf
Benchmarking SMT Performance for Farsi Using the TEP++ Corpus.
EAMT
Peyman Passban, Andy Way, Qun Liu
2015 — conf
Bilingual distributed phrase representations for statistical machin translation.
MTSummit
Peyman Passban, Chris Hokamp, Qun Liu