Orhan Firat
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
45
Venues
13
Active years
2012–2025
Best venue rank
A*
Where they publish
Papers
45 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ACL | BIG-Bench Extra Hard. | Mehran Kazemi, Bahare Fatemi, Hritik Bansal, John Palowitch, Chrysovalantis Anastasiou, Sanket Vaibhav Mehta, Lalit K. Jain, Virginia Aglietti, Disha Jindal, Peter Chen, Nishanth Dikkala, Gladys Tyen, Xin Liu, Uri Shalit, Silvia Chiappa, Kate Olszewska, Yi Tay, Vinh Q. Tran, Quoc V. Le, Orhan Firat |
| 2024 | ICLR | When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method. | Biao Zhang, Zhongtao Liu, Colin Cherry, Orhan Firat |
| 2023 | EMNLP | GATITOS: Using a New Multilingual Lexicon for Low-resource Machine Translation. | Alexander Jones, Isaac Caswell, Orhan Firat, Ishank Saxena |
| 2023 | ICLR | UniMax: Fairer and More Effective Language Sampling for Large-Scale Multilingual Pretraining. | Hyung Won Chung, Xavier Garcia, Adam Roberts, Yi Tay, Orhan Firat, Sharan Narang, Noah Constant |
| 2023 | ICML | Scaling Laws for Multilingual Neural Machine Translation. | Patrick Fernandes, Behrooz Ghorbani, Xavier Garcia, Markus Freitag, Orhan Firat |
| 2023 | ICML | The Unreasonable Effectiveness of Few-shot Learning for Machine Translation. | Xavier Garcia, Yamini Bansal, Colin Cherry, George F. Foster, Maxim Krikun, Melvin Johnson, Orhan Firat |
| 2023 | IJCNLP | Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction. | Jonathan Pilault, Xavier Garcia, Arthur Brazinskas, Orhan Firat |
| 2022 | ACL | Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation. | Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey |
| 2022 | ACL | Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents. | Biao Zhang, Ankur Bapna, Melvin Johnson, Ali Dabirmoghaddam, Naveen Arivazhagan, Orhan Firat |
| 2022 | ICLR | Scaling Laws for Neural Machine Translation. | Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry |
| 2022 | ICLR | A Loss Curvature Perspective on Training Instabilities of Deep Learning Models. | Justin Gilmer, Behrooz Ghorbani, Ankush Garg, Sneha Kudugunta, Behnam Neyshabur, David Cardoze, George Edward Dahl, Zachary Nado, Orhan Firat |
| 2022 | ICML | Data Scaling Laws in NMT: The Effect of Noise and Architecture. | Yamini Bansal, Behrooz Ghorbani, Ankush Garg, Biao Zhang, Colin Cherry, Behnam Neyshabur, Orhan Firat |
| 2022 | ICML | GLaM: Efficient Scaling of Language Models with Mixture-of-Experts. | Nan Du, Yanping Huang, Andrew M. Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, Liam Fedus, Maarten P. Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathleen S. Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V. Le, Yonghui Wu, Zhifeng Chen, Claire Cui |
| 2022 | ICML | Examining Scaling and Transfer of Language Model Architectures for Machine Translation. | Biao Zhang, Behrooz Ghorbani, Ankur Bapna, Yong Cheng, Xavier Garcia, Jonathan Shen, Orhan Firat |
| 2022 | Interspeech | XTREME-S: Evaluating Cross-lingual Speech Representations. | Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson |
| 2021 | EMNLP | Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference. | Sneha Kudugunta, Yanping Huang, Ankur Bapna, Maxim Krikun, Dmitry Lepikhin, Minh-Thang Luong, Orhan Firat |
| 2021 | EMNLP | A Large-Scale Study of Machine Translation in Turkic Languages. | Jamshidbek Mirzakhalov, Anoop Babu, Duygu Ataman, Sherzod Kariev, Francis M. Tyers, Otabek Abduraufov, Mammad Hajili, Sardana Ivanova, Abror Khaytbaev, Antonio Laverghetta Jr., Behzodbek Moydinboyev, Esra Onal, Shaxnoza Pulatova, Ahsan Wahab, Orhan Firat, Sriram Chellappan |
| 2021 | EMNLP | XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation. | Sebastian Ruder, Noah Constant, Jan A. Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, Melvin Johnson |
| 2021 | ICLR | GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding. | Dmitry Lepikhin, HyoukJoong Lee, Yuanzhong Xu, Dehao Chen, Orhan Firat, Yanping Huang, Maxim Krikun, Noam Shazeer, Zhifeng Chen |
| 2021 | ICLR | Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models. | Zirui Wang, Yulia Tsvetkov, Orhan Firat, Yuan Cao |
| 2021 | ICLR | Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation. | Biao Zhang, Ankur Bapna, Rico Sennrich, Orhan Firat |
| 2021 | NAACL | Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution. | Xavier Garcia, Noah Constant, Ankur P. Parikh, Orhan Firat |
| 2021 | NAACL | Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages. | Xavier Garcia, Aditya Siddhant, Orhan Firat, Ankur P. Parikh |
| 2021 | NAACL | Explicit Alignment Objectives for Multilingual Bidirectional Encoders. | Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig |
| 2020 | AAAI | Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. | Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Ari, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman |
| 2020 | ACL | Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation. | Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Xu Chen, Sneha Reddy Kudugunta, Naveen Arivazhagan, Yonghui Wu |
| 2020 | ICML | XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation. | Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson |
| 2019 | EMNLP | On the Importance of Word Boundaries in Character-level Neural Machine Translation. | Duygu Ataman, Orhan Firat, Mattia Antonino Di Gangi, Marcello Federico, Alexandra Birch |
| 2019 | EMNLP | Simple, Scalable Adaptation for Neural Machine Translation. | Ankur Bapna, Orhan Firat |
| 2019 | EMNLP | Investigating Multilingual NMT Representations at Scale. | Sneha Reddy Kudugunta, Ankur Bapna, Isaac Caswell, Orhan Firat |
| 2019 | NAACL | Massively Multilingual Neural Machine Translation. | Roee Aharoni, Melvin Johnson, Orhan Firat |
| 2019 | NAACL | Non-Parametric Adaptation for Neural Machine Translation. | Ankur Bapna, Orhan Firat |
| 2018 | ACL | The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation. | Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George F. Foster, Llion Jones, Mike Schuster, Noam Shazeer, Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Lukasz Kaiser, Zhifeng Chen, Yonghui Wu, Macduff Hughes |
| 2018 | EMNLP | Training Deeper Neural Machine Translation Models with Transparent Attention. | Ankur Bapna, Mia Xu Chen, Orhan Firat, Yuan Cao, Yonghui Wu |
| 2018 | EMNLP | Revisiting Character-Based Neural Machine Translation with Capacity and Compression. | Colin Cherry, George F. Foster, Ankur Bapna, Orhan Firat, Wolfgang Macherey |
| 2017 | EACL | Nematus: a Toolkit for Neural Machine Translation. | Rico Sennrich, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Lubli, Antonio Valerio Miceli Barone, Jozef Mokry, Maria Nadejde |
| 2016 | EMNLP | Zero-Resource Translation with Multi-Lingual Neural Machine Translation. | Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan, Fatos T. Yarman-Vural, Kyunghyun Cho |
| 2016 | NAACL | Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism. | Orhan Firat, Kyunghyun Cho, Yoshua Bengio |
| 2015 | ICML | Learning Deep Temporal Representations for fMRI Brain Decoding. | Orhan Firat, Emre Aksan, Ilke ztekin, Fatos T. Yarman-Vural |
| 2014 | ICIP | Deep learning for brain decoding. | Orhan Firat, Like Oztekin, Fatos T. Yarman-Vural |
| 2014 | ICPR | Representation Learning for Contextual Object and Region Detection in Remote Sensing. | Orhan Firat, Gulcan Can, Fatos T. Yarman-Vural |
| 2014 | ICPR | Modeling the Brain Connectivity for Pattern Analysis. | Itir Onal, Emre Aksan, Burak Velioglu, Orhan Firat, Mete Ozay, Ilke ztekin, Fatos T. Yarman-Vural |
| 2013 | BIBE | An information theoretic approach to classify cognitive states using fMRI. | Itir Onal, Mete Ozay, Orhan Firat, Ilke ztekin, Fatos T. Yarman-Vural |
| 2013 | ICIP | Mesh learning for object classification using fMRI measurements. | Omer Ekmekci, Orhan Firat, Mete Ozay, Ilke ztekin, Fatos T. Yarman-Vural, Uygar ztekin |
| 2012 | SSPR | Conditional Random Fields for Land Use/Land Cover Classification and Complex Region Detection. | Gulcan Can, Orhan Firat, Fatos Tnay Yarman Vural |