Orhan Firat - RankMe

157 papers A* 26A 1B 4C 1Journal 83Unranked 41

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	BIG-Bench Extra Hard. ACL (1) 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
2025	J	`jnl`	BIG-Bench Extra Hard. CoRR Mehran Kazemi, Bahare Fatemi, Hritik Bansal, John Palowitch, Chrysovalantis Anastasiou, Sanket Vaibhav Mehta, Kshitij 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
2025	J	`jnl`	Encoder-Decoder Gemma: Improving the Quality-Efficiency Trade-Off via Adaptation. CoRR Biao Zhang, Fedor Moiseev, Joshua Ainslie, Paul Suganthan, Min Ma, Surya Bhupatiraju, Federico Lebrón, Orhan Firat, Armand Joulin, Zhe Dong
2025	J	`jnl`	Encoder-Decoder or Decoder-Only? Revisiting Encoder-Decoder Large Language Model. CoRR Biao Zhang, Yong Cheng, Siamak Shakeri, Xinyi Wang, Min Ma, Orhan Firat
2024	J	`jnl`	Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context. CoRR Machel Reid, Nikolay Savinov, Denis Teplyashin, Dmitry Lepikhin, Timothy P. Lillicrap, Jean-Baptiste Alayrac, Radu Soricut, Angeliki Lazaridou, Orhan Firat, Julian Schrittwieser, Ioannis Antonoglou, Rohan Anil, Sebastian Borgeaud, Andrew M. Dai, Katie Millican, Ethan Dyer, Mia Glaese, Thibault Sottiaux, Benjamin Lee, Fabio Viola, Malcolm Reynolds, Yuanzhong Xu, James Molloy, Jilin Chen, Michael Isard, Paul Barham, Tom Hennigan, Ross McIlroy, Melvin Johnson, Johan Schalkwyk, Eli Collins, Eliza Rutherford, Erica Moreira, Kareem Ayoub, Megha Goel, Clemens Meyer, Gregory Thornton, Zhen Yang, Henryk Michalewski, Zaheer Abbas, Nathan Schucher, Ankesh Anand, Richard Ives, James Keeling, Karel Lenc, Salem Haykal, Siamak Shakeri, Pranav Shyam, Aakanksha Chowdhery, Roman Ring, Stephen Spencer, Eren Sezener, et al.
2024	J	`jnl`	Long-Span Question-Answering: Automatic Question Generation and QA-System Ranking via Side-by-Side Evaluation. CoRR Bernd Bohnet, Kevin Swersky, Rosanne Liu, Pranjal Awasthi, Azade Nova, Javier Snaider, Hanie Sedghi, Aaron T. Parisi, Michael Collins, Angeliki Lazaridou, Orhan Firat, Noah Fiedel
2024	J	`jnl`	Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries. CoRR Kiran Vodrahalli, Santiago Ontanon, Nilesh Tripuraneni, Kelvin Xu, Sanil Jain, Rakesh Shivanna, Jeffrey Hui, Nishanth Dikkala, Mehran Kazemi, Bahare Fatemi, Rohan Anil, Ethan Dyer, Siamak Shakeri, Roopali Vij, Harsh Mehta, Vinay V. Ramasesh, Quoc Le, Ed H. Chi, Yifeng Lu, Orhan Firat, Angeliki Lazaridou, Jean-Baptiste Lespiau, Nithya Attaluri, Kate Olszewska
2024	A*	`conf`	Scaling Sign Language Translation. NeurIPS Biao Zhang, Garrett Tanzer, Orhan Firat
2024	J	`jnl`	Scaling Sign Language Translation. CoRR Biao Zhang, Garrett Tanzer, Orhan Firat
2024	A*	`conf`	When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method. ICLR Biao Zhang, Zhongtao Liu, Colin Cherry, Orhan Firat
2024	J	`jnl`	When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method. CoRR Biao Zhang, Zhongtao Liu, Colin Cherry, Orhan Firat
2023	J	`jnl`	Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation. CoRR Alexander Jones, Isaac Caswell, Ishank Saxena, Orhan Firat
2023	A*	`conf`	Binarized Neural Machine Translation. NeurIPS Yichi Zhang, Ankush Garg, Yuan Cao, Lukasz Lew, Behrooz Ghorbani, Zhiru Zhang, Orhan Firat
2023	J	`jnl`	Binarized Neural Machine Translation. CoRR Yichi Zhang, Ankush Garg, Yuan Cao, Lukasz Lew, Behrooz Ghorbani, Zhiru Zhang, Orhan Firat
2023	J	`jnl`	Block-State Transformer. CoRR Mahan Fathi, Jonathan Pilault, Pierre-Luc Bacon, Christopher Pal, Orhan Firat, Ross Goroshin
2023	A*	`conf`	Block-State Transformers. NeurIPS Jonathan Pilault, Mahan Fathi, Orhan Firat, Chris Pal, Pierre-Luc Bacon, Ross Goroshin
2023	J	`jnl`	Cross-Lingual Supervision improves Large Language Models Pre-training. CoRR Andrea Schioppa, Xavier Garcia, Orhan Firat
2023	J	`jnl`	FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation. Trans. Assoc. Comput. Linguistics Parker Riley, Timothy Dozat, Jan A. Botha, Xavier Garcia, Dan Garrette, Jason Riesa, Orhan Firat, Noah Constant
2023	A*	`conf`	GATITOS: Using a New Multilingual Lexicon for Low-resource Machine Translation. EMNLP Alexander Jones, Isaac Caswell, Orhan Firat, Ishank Saxena
2023	—	`conf`	Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction. IJCNLP (1) Jonathan Pilault, Xavier Garcia, Arthur Brazinskas, Orhan Firat
2023	J	`jnl`	Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction. CoRR Jonathan Pilault, Xavier Garcia, Arthur Brazinskas, Orhan Firat
2023	A*	`conf`	MADLAD-400: A Multilingual And Document-Level Large Audited Dataset. NeurIPS Sneha Kudugunta, Isaac Caswell, Biao Zhang, Xavier Garcia, Derrick Xin, Aditya Kusupati, Romi Stella, Ankur Bapna, Orhan Firat
2023	J	`jnl`	MADLAD-400: A Multilingual And Document-Level Large Audited Dataset. CoRR Sneha Kudugunta, Isaac Caswell, Biao Zhang, Xavier Garcia, Christopher A. Choquette-Choo, Katherine Lee, Derrick Xin, Aditya Kusupati, Romi Stella, Ankur Bapna, Orhan Firat
2023	A*	`conf`	Order Matters in the Presence of Dataset Imbalance for Multilingual Learning. NeurIPS Dami Choi, Derrick Xin, Hamid Dadkhahi, Justin Gilmer, Ankush Garg, Orhan Firat, Chih-Kuan Yeh, Andrew M. Dai, Behrooz Ghorbani
2023	J	`jnl`	Order Matters in the Presence of Dataset Imbalance for Multilingual Learning. CoRR Dami Choi, Derrick Xin, Hamid Dadkhahi, Justin Gilmer, Ankush Garg, Orhan Firat, Chih-Kuan Yeh, Andrew M. Dai, Behrooz Ghorbani
2023	J	`jnl`	PaLM 2 Technical Report. CoRR Rohan Anil, Andrew M. Dai, Orhan Firat, Melvin Johnson, Dmitry Lepikhin, Alexandre Passos, Siamak Shakeri, Emanuel Taropa, Paige Bailey, Zhifeng Chen, Eric Chu, Jonathan H. Clark, Laurent El Shafey, Yanping Huang, Kathy Meier-Hellstern, Gaurav Mishra, Erica Moreira, Mark Omernick, Kevin Robinson, Sebastian Ruder, Yi Tay, Kefan Xiao, Yuanzhong Xu, Yujing Zhang, Gustavo Hernández Ábrego, Junwhan Ahn, Jacob Austin, Paul Barham, Jan A. Botha, James Bradbury, Siddhartha Brahma, Kevin Brooks, Michele Catasta, Yong Cheng, Colin Cherry, Christopher A. Choquette-Choo, Aakanksha Chowdhery, Clément Crepy, Shachi Dave, Mostafa Dehghani, Sunipa Dev, Jacob Devlin, Mark Díaz, Nan Du, Ethan Dyer, Vladimir Feinberg, Fangxiaoyu Feng, Vlad Fienber, Markus Freitag, Xavier Garcia, Sebastian Gehrmann, Lucas Gonzalez, et al.
2023	J	`jnl`	PaLM: Scaling Language Modeling with Pathways. J. Mach. Learn. Res. Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel
2023	J	`jnl`	Reinforced Self-Training (ReST) for Language Modeling. CoRR Çaglar Gülçehre, Tom Le Paine, Srivatsan Srinivasan, Ksenia Konyushkova, Lotte Weerts, Abhishek Sharma, Aditya Siddhant, Alex Ahern, Miaosen Wang, Chenjie Gu, Wolfgang Macherey, Arnaud Doucet, Orhan Firat, Nando de Freitas
2023	A*	`conf`	Scaling Laws for Multilingual Neural Machine Translation. ICML Patrick Fernandes, Behrooz Ghorbani, Xavier Garcia, Markus Freitag, Orhan Firat
2023	J	`jnl`	Scaling Laws for Multilingual Neural Machine Translation. CoRR Patrick Fernandes, Behrooz Ghorbani, Xavier Garcia, Markus Freitag, Orhan Firat
2023	—	`conf`	The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation. WMT Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, Parker Riley, André F. T. Martins, Graham Neubig, Ankush Garg, Jonathan H. Clark, Markus Freitag, Orhan Firat
2023	J	`jnl`	The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation. CoRR Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, Parker Riley, André F. T. Martins, Graham Neubig, Ankush Garg, Jonathan H. Clark, Markus Freitag, Orhan Firat
2023	A*	`conf`	The Unreasonable Effectiveness of Few-shot Learning for Machine Translation. ICML Xavier Garcia, Yamini Bansal, Colin Cherry, George F. Foster, Maxim Krikun, Melvin Johnson, Orhan Firat
2023	J	`jnl`	The unreasonable effectiveness of few-shot learning for machine translation. CoRR Xavier Garcia, Yamini Bansal, Colin Cherry, George F. Foster, Maxim Krikun, Fangxiaoyu Feng, Melvin Johnson, Orhan Firat
2023	A*	`conf`	UniMax: Fairer and More Effective Language Sampling for Large-Scale Multilingual Pretraining. ICLR Hyung Won Chung, Xavier Garcia, Adam Roberts, Yi Tay, Orhan Firat, Sharan Narang, Noah Constant
2023	J	`jnl`	UniMax: Fairer and more Effective Language Sampling for Large-Scale Multilingual Pretraining. CoRR Hyung Won Chung, Noah Constant, Xavier Garcia, Adam Roberts, Yi Tay, Sharan Narang, Orhan Firat
2022	A*	`conf`	A Loss Curvature Perspective on Training Instabilities of Deep Learning Models. ICLR Justin Gilmer, Behrooz Ghorbani, Ankush Garg, Sneha Kudugunta, Behnam Neyshabur, David Cardoze, George Edward Dahl, Zachary Nado, Orhan Firat
2022	J	`jnl`	Building Machine Translation Systems for the Next Thousand Languages. CoRR Ankur Bapna, Isaac Caswell, Julia Kreutzer, Orhan Firat, Daan van Esch, Aditya Siddhant, Mengmeng Niu, Pallavi Baljekar, Xavier Garcia, Wolfgang Macherey, Theresa Breiner, Vera Axelrod, Jason Riesa, Yuan Cao, Mia Xu Chen, Klaus Macherey, Maxim Krikun, Pidong Wang, Alexander Gutkin, Apurva Shah, Yanping Huang, Zhifeng Chen, Yonghui Wu, Macduff Hughes
2022	A*	`conf`	Data Scaling Laws in NMT: The Effect of Noise and Architecture. ICML Yamini Bansal, Behrooz Ghorbani, Ankush Garg, Biao Zhang, Colin Cherry, Behnam Neyshabur, Orhan Firat
2022	J	`jnl`	Data Scaling Laws in NMT: The Effect of Noise and Architecture. CoRR Yamini Bansal, Behrooz Ghorbani, Ankush Garg, Biao Zhang, Maxim Krikun, Colin Cherry, Behnam Neyshabur, Orhan Firat
2022	A*	`conf`	Do Current Multi-Task Optimization Methods in Deep Learning Even Help? NeurIPS Derrick Xin, Behrooz Ghorbani, Justin Gilmer, Ankush Garg, Orhan Firat
2022	J	`jnl`	Do Current Multi-Task Optimization Methods in Deep Learning Even Help? CoRR Derrick Xin, Behrooz Ghorbani, Ankush Garg, Orhan Firat, Justin Gilmer
2022	A*	`conf`	Examining Scaling and Transfer of Language Model Architectures for Machine Translation. ICML Biao Zhang, Behrooz Ghorbani, Ankur Bapna, Yong Cheng, Xavier Garcia, Jonathan Shen, Orhan Firat
2022	J	`jnl`	Examining Scaling and Transfer of Language Model Architectures for Machine Translation. CoRR Biao Zhang, Behrooz Ghorbani, Ankur Bapna, Yong Cheng, Xavier Garcia, Jonathan Shen, Orhan Firat
2022	J	`jnl`	FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation. CoRR Parker Riley, Timothy Dozat, Jan A. Botha, Xavier Garcia, Dan Garrette, Jason Riesa, Orhan Firat, Noah Constant
2022	A*	`conf`	GLaM: Efficient Scaling of Language Models with Mixture-of-Experts. ICML 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	—	`conf`	Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents. ACL (1) Biao Zhang, Ankur Bapna, Melvin Johnson, Ali Dabirmoghaddam, Naveen Arivazhagan, Orhan Firat
2022	—	`conf`	Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation. ACL (1) Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey
2022	J	`jnl`	Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation. CoRR Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey
2022	J	`jnl`	PaLM: Scaling Language Modeling with Pathways. CoRR Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel
2022	J	`jnl`	Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. Trans. Assoc. Comput. Linguistics Julia Kreutzer, Isaac Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Javier Ortiz Suárez, Iroro Orife, Kelechi Ogueji, Andre Niyongabo Rubungo, Toan Q. Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Balli, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi
2022	A*	`conf`	Scaling Laws for Neural Machine Translation. ICLR Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry
2022	J	`jnl`	Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning. CoRR Aditya Siddhant, Ankur Bapna, Orhan Firat, Yuan Cao, Mia Xu Chen, Isaac Caswell, Xavier Garcia
2022	J	`jnl`	Using natural language prompts for machine translation. CoRR Xavier Garcia, Orhan Firat
2022	A	`conf`	XTREME-S: Evaluating Cross-lingual Speech Representations. INTERSPEECH 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
2022	J	`jnl`	XTREME-S: Evaluating Cross-lingual Speech Representations. CoRR 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	—	`conf`	A Large-Scale Study of Machine Translation in Turkic Languages. EMNLP (1) 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	J	`jnl`	A Large-Scale Study of Machine Translation in the Turkic Languages. CoRR 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	J	`jnl`	A Loss Curvature Perspective on Training Instability in Deep Learning. CoRR Justin Gilmer, Behrooz Ghorbani, Ankush Garg, Sneha Kudugunta, Behnam Neyshabur, David Cardoze, George E. Dahl, Zachary Nado, Orhan Firat
2021	—	`conf`	Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference. EMNLP (Findings) Sneha Kudugunta, Yanping Huang, Ankur Bapna, Maxim Krikun, Dmitry Lepikhin, Minh-Thang Luong, Orhan Firat
2021	J	`jnl`	Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference. CoRR Sneha Kudugunta, Yanping Huang, Ankur Bapna, Maxim Krikun, Dmitry Lepikhin, Minh-Thang Luong, Orhan Firat
2021	—	`conf`	Evaluating Multiway Multilingual NMT in the Turkic Languages. WMT@EMNLP Jamshidbek Mirzakhalov, Anoop Babu, Aigiz Kunafin, Ahsan Wahab, Behzodbek Moydinboyev, Sardana Ivanova, Mokhiyakhon Uzokova, Shaxnoza Pulatova, Duygu Ataman, Julia Kreutzer, Francis M. Tyers, Orhan Firat, John Licato, Sriram Chellappan
2021	J	`jnl`	Evaluating Multiway Multilingual NMT in the Turkic Languages. CoRR Jamshidbek Mirzakhalov, Anoop Babu, Aigiz Kunafin, Ahsan Wahab, Behzod Moydinboyev, Sardana Ivanova, Mokhiyakhon Uzokova, Shaxnoza Pulatova, Duygu Ataman, Julia Kreutzer, Francis M. Tyers, Orhan Firat, John Licato, Sriram Chellappan
2021	—	`conf`	Explicit Alignment Objectives for Multilingual Bidirectional Encoders. NAACL-HLT Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig
2021	J	`jnl`	GLaM: Efficient Scaling of Language Models with Mixture-of-Experts. CoRR 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 Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathy Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V. Le, Yonghui Wu, Zhifeng Chen, Claire Cui
2021	A*	`conf`	GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding. ICLR Dmitry Lepikhin, HyoukJoong Lee, Yuanzhong Xu, Dehao Chen, Orhan Firat, Yanping Huang, Maxim Krikun, Noam Shazeer, Zhifeng Chen
2021	A*	`conf`	Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models. ICLR Zirui Wang, Yulia Tsvetkov, Orhan Firat, Yuan Cao
2021	J	`jnl`	Gradient-guided Loss Masking for Neural Machine Translation. CoRR Xinyi Wang, Ankur Bapna, Melvin Johnson, Orhan Firat
2021	—	`conf`	Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages. NAACL-HLT Xavier Garcia, Aditya Siddhant, Orhan Firat, Ankur P. Parikh
2021	J	`jnl`	Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents. CoRR Biao Zhang, Ankur Bapna, Melvin Johnson, Ali Dabirmoghaddam, Naveen Arivazhagan, Orhan Firat
2021	—	`conf`	Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. AfricaNLP Isaac Caswell, Julia Kreutzer, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Javier Ortiz Suárez, Iroro Orife, Kelechi Ogueji, Rubungo Andre Niyongabo, Toan Q. Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Balli, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi
2021	J	`jnl`	Scaling Laws for Neural Machine Translation. CoRR Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry
2021	A*	`conf`	Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation. ICLR Biao Zhang, Ankur Bapna, Rico Sennrich, Orhan Firat
2021	—	`conf`	Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution. NAACL-HLT Xavier Garcia, Noah Constant, Ankur P. Parikh, Orhan Firat
2021	J	`jnl`	Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution. CoRR Xavier Garcia, Noah Constant, Ankur P. Parikh, Orhan Firat
2021	J	`jnl`	Towards Universality in Multilingual Text Rewriting. CoRR Xavier Garcia, Noah Constant, Mandy Guo, Orhan Firat
2021	J	`jnl`	Towards Zero-Label Language Learning. CoRR Zirui Wang, Adams Wei Yu, Orhan Firat, Yuan Cao
2021	—	`conf`	XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation. EMNLP (1) Sebastian Ruder, Noah Constant, Jan A. Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, Melvin Johnson
2021	J	`jnl`	XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation. CoRR Sebastian Ruder, Noah Constant, Jan A. Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Graham Neubig, Melvin Johnson
2020	—	`conf`	Complete Multilingual Neural Machine Translation. WMT@EMNLP Markus Freitag, Orhan Firat
2020	J	`jnl`	Complete Multilingual Neural Machine Translation. CoRR Markus Freitag, Orhan Firat
2020	J	`jnl`	Controlling Computation versus Quality for Neural Sequence Models. CoRR Ankur Bapna, Naveen Arivazhagan, Orhan Firat
2020	A*	`conf`	Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. AAAI Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Ari, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman
2020	J	`jnl`	Explicit Alignment Objectives for Multilingual Bidirectional Encoders. CoRR Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig
2020	J	`jnl`	GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding. CoRR Dmitry Lepikhin, HyoukJoong Lee, Yuanzhong Xu, Dehao Chen, Orhan Firat, Yanping Huang, Maxim Krikun, Noam Shazeer, Zhifeng Chen
2020	J	`jnl`	Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models. CoRR Zirui Wang, Yulia Tsvetkov, Orhan Firat, Yuan Cao
2020	J	`jnl`	Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages. CoRR Xavier Garcia, Aditya Siddhant, Orhan Firat, Ankur P. Parikh
2020	A*	`conf`	Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation. ACL Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Xu Chen, Sneha Reddy Kudugunta, Naveen Arivazhagan, Yonghui Wu
2020	J	`jnl`	Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation. CoRR Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Xu Chen, Sneha Reddy Kudugunta, Naveen Arivazhagan, Yonghui Wu
2020	—	`conf`	On the Discrepancy between Density Estimation and Sequence Generation. SPNLP@EMNLP Jason Lee, Dustin Tran, Orhan Firat, Kyunghyun Cho
2020	J	`jnl`	On the Discrepancy between Density Estimation and Sequence Generation. CoRR Jason Lee, Dustin Tran, Orhan Firat, Kyunghyun Cho
2020	J	`jnl`	Rapid Domain Adaptation for Machine Translation with Monolingual Data. CoRR Mahdis Mahdieh, Mia Xu Chen, Yuan Cao, Orhan Firat
2020	J	`jnl`	Towards End-to-End In-Image Neural Machine Translation. CoRR Elman Mansimov, Mitchell Stern, Mia Xu Chen, Orhan Firat, Jakob Uszkoreit, Puneet Jain
2020	A*	`conf`	XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation. ICML Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson
2020	J	`jnl`	XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization. CoRR Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson
2019	J	`jnl`	Adaptive Scheduling for Multi-Task Learning. CoRR Sébastien Jean, Orhan Firat, Melvin Johnson
2019	J	`jnl`	Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. CoRR Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Arivazhagan, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman
2019	J	`jnl`	Fill in the Blanks: Imputing Missing Sentences for Larger-Context Neural Machine Translation. CoRR Sébastien Jean, Ankur Bapna, Orhan Firat
2019	—	`conf`	Findings of the First Shared Task on Machine Translation Robustness. WMT (2) Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Miguel Pino, Hassan Sajjad
2019	J	`jnl`	Findings of the First Shared Task on Machine Translation Robustness. CoRR Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Miguel Pino, Hassan Sajjad
2019	A*	`conf`	GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism. NeurIPS Yanping Huang, Youlong Cheng, Ankur Bapna, Orhan Firat, Dehao Chen, Mia Xu Chen, HyoukJoong Lee, Jiquan Ngiam, Quoc V. Le, Yonghui Wu, Zhifeng Chen
2019	—	`conf`	Investigating Multilingual NMT Representations at Scale. EMNLP/IJCNLP (1) Sneha Reddy Kudugunta, Ankur Bapna, Isaac Caswell, Orhan Firat
2019	J	`jnl`	Investigating Multilingual NMT Representations at Scale. CoRR Sneha Reddy Kudugunta, Ankur Bapna, Isaac Caswell, Naveen Arivazhagan, Orhan Firat
2019	J	`jnl`	Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon
2019	J	`jnl`	Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges. CoRR Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Dmitry Lepikhin, Melvin Johnson, Maxim Krikun, Mia Xu Chen, Yuan Cao, George F. Foster, Colin Cherry, Wolfgang Macherey, Zhifeng Chen, Yonghui Wu
2019	—	`conf`	Massively Multilingual Neural Machine Translation. NAACL-HLT (1) Roee Aharoni, Melvin Johnson, Orhan Firat
2019	J	`jnl`	Massively Multilingual Neural Machine Translation. CoRR Roee Aharoni, Melvin Johnson, Orhan Firat
2019	—	`conf`	Non-Parametric Adaptation for Neural Machine Translation. NAACL-HLT (1) Ankur Bapna, Orhan Firat
2019	J	`jnl`	Non-Parametric Adaptation for Neural Machine Translation. CoRR Ankur Bapna, Orhan Firat
2019	—	`conf`	On the Importance of Word Boundaries in Character-level Neural Machine Translation. NGT@EMNLP-IJCNLP Duygu Ataman, Orhan Firat, Mattia Antonino Di Gangi, Marcello Federico, Alexandra Birch
2019	J	`jnl`	On the Importance of Word Boundaries in Character-level Neural Machine Translation. CoRR Duygu Ataman, Orhan Firat, Mattia Antonino Di Gangi, Marcello Federico, Alexandra Birch
2019	—	`conf`	Simple, Scalable Adaptation for Neural Machine Translation. EMNLP/IJCNLP (1) Ankur Bapna, Orhan Firat
2019	J	`jnl`	Simple, Scalable Adaptation for Neural Machine Translation. CoRR Ankur Bapna, Naveen Arivazhagan, Orhan Firat
2019	J	`jnl`	The Missing Ingredient in Zero-Shot Neural Machine Translation. CoRR Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Roee Aharoni, Melvin Johnson, Wolfgang Macherey
2018	A*	`conf`	Revisiting Character-Based Neural Machine Translation with Capacity and Compression. EMNLP Colin Cherry, George F. Foster, Ankur Bapna, Orhan Firat, Wolfgang Macherey
2018	J	`jnl`	Revisiting Character-Based Neural Machine Translation with Capacity and Compression. CoRR Colin Cherry, George F. Foster, Ankur Bapna, Orhan Firat, Wolfgang Macherey
2018	—	`conf`	The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation. ACL (1) 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	J	`jnl`	The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation. CoRR Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George F. Foster, Llion Jones, Niki Parmar, Mike Schuster, Zhifeng Chen, Yonghui Wu, Macduff Hughes
2018	A*	`conf`	Training Deeper Neural Machine Translation Models with Transparent Attention. EMNLP Ankur Bapna, Mia Xu Chen, Orhan Firat, Yuan Cao, Yonghui Wu
2018	J	`jnl`	Training Deeper Neural Machine Translation Models with Transparent Attention. CoRR Ankur Bapna, Mia Xu Chen, Orhan Firat, Yuan Cao, Yonghui Wu
2018	J	`jnl`	Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation. CoRR Akiko Eriguchi, Melvin Johnson, Orhan Firat, Hideto Kazawa, Wolfgang Macherey
2017	—	`—`	Connectionist multi-sequence modelling and applications to multilingual neural machine translation ; Bağlantıcı çoklu dizi modelleme ve çok dilli nöral makina çevirisi uygulamaları. Orhan Firat
2017	J	`jnl`	Does Neural Machine Translation Benefit from Larger Context? CoRR Sébastien Jean, Stanislas Lauly, Orhan Firat, Kyunghyun Cho
2017	J	`jnl`	Learning Joint Multilingual Sentence Representations with Neural Machine Translation. CoRR Holger Schwenk, Ke M. Tran, Orhan Firat, Matthijs Douze
2017	J	`jnl`	Multi-way, multilingual neural machine translation. Comput. Speech Lang. Orhan Firat, Kyunghyun Cho, Baskaran Sankaran, Fatos T. Yarman-Vural, Yoshua Bengio
2017	—	`conf`	Nematus: a Toolkit for Neural Machine Translation. EACL (Software Demonstrations) Rico Sennrich, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Läubli, Antonio Valerio Miceli Barone, Jozef Mokry, Maria Nadejde
2017	J	`jnl`	Nematus: a Toolkit for Neural Machine Translation. CoRR Rico Sennrich, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Läubli, Antonio Valerio Miceli Barone, Jozef Mokry, Maria Nadejde
2017	—	`conf`	Neural Machine Translation for Cross-Lingual Pronoun Prediction. DiscoMT@EMNLP Sébastien Jean, Stanislas Lauly, Orhan Firat, Kyunghyun Cho
2017	J	`jnl`	On integrating a language model into neural machine translation. Comput. Speech Lang. Çaglar Gülçehre, Orhan Firat, Kelvin Xu, Kyunghyun Cho, Yoshua Bengio
2016	—	`conf`	Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism. HLT-NAACL Orhan Firat, Kyunghyun Cho, Yoshua Bengio
2016	J	`jnl`	Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism. CoRR Orhan Firat, Kyunghyun Cho, Yoshua Bengio
2016	J	`jnl`	Theano: A Python framework for fast computation of mathematical expressions. CoRR Rami Al-Rfou, Guillaume Alain, Amjad Almahairi, Christof Angermüller, Dzmitry Bahdanau, Nicolas Ballas, Frédéric Bastien, Justin Bayer, Anatoly Belikov, Alexander Belopolsky, Yoshua Bengio, Arnaud Bergeron, James Bergstra, Valentin Bisson, Josh Bleecher Snyder, Nicolas Bouchard, Nicolas Boulanger-Lewandowski, Xavier Bouthillier, Alexandre de Brébisson, Olivier Breuleux, Pierre Luc Carrier, Kyunghyun Cho, Jan Chorowski, Paul F. Christiano, Tim Cooijmans, Marc-Alexandre Côté, Myriam Côté, Aaron C. Courville, Yann N. Dauphin, Olivier Delalleau, Julien Demouth, Guillaume Desjardins, Sander Dieleman, Laurent Dinh, Melanie Ducoffe, Vincent Dumoulin, Samira Ebrahimi Kahou, Dumitru Erhan, Ziye Fan, Orhan Firat, Mathieu Germain, Xavier Glorot, Ian J. Goodfellow, Matthew Graham, Çaglar Gülçehre, Philippe Hamel, Iban Harlouchet, Jean-Philippe Heng, Balázs Hidasi, Sina Honari, Arjun Jain, Sébastien Jean, Kai Jia, Mikhail Korobov, Vivek Kulkarni, Alex Lamb, Pascal Lamblin, Eric Larsen, César Laurent, Sean Lee, Simon Lefrançois, Simon Lemieux, Nicholas Léonard, Zhouhan Lin, Jesse A. Livezey, Cory Lorenz, Jeremiah Lowin, Qianli Ma, Pierre-Antoine Manzagol, Olivier Mastropietro, Robert McGibbon, Roland Memisevic, Bart van Merriënboer, Vincent Michalski, Mehdi Mirza, Alberto Orlandi, Christopher Joseph Pal, Razvan Pascanu, Mohammad Pezeshki, Colin Raffel, Daniel Renshaw, Matthew Rocklin, Adriana Romero, Markus Roth, Peter Sadowski, John Salvatier, François Savard, Jan Schlüter, John Schulman, Gabriel Schwartz, Iulian Vlad Serban, Dmitriy Serdyuk, Samira Shabanian, Étienne Simon, Sigurd Spieckermann, S. Ramana Subramanyam, Jakub Sygnowski, Jérémie Tanguay, Gijs van Tulder, Joseph P. Turian, Sebastian Urban, Pascal Vincent, Francesco Visin, Harm de Vries, David Warde-Farley, Dustin J. Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, Ying Zhang
2016	A*	`conf`	Zero-Resource Translation with Multi-Lingual Neural Machine Translation. EMNLP Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan, Fatos T. Yarman-Vural, Kyunghyun Cho
2016	J	`jnl`	Zero-Resource Translation with Multi-Lingual Neural Machine Translation. CoRR Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan, Fatos T. Yarman-Vural, Kyunghyun Cho
2015	—	`conf`	Bilişsel durum analizi i~in beyin Aği modeli. SIU Itir Onal, Emre Aksan, Burak Velioglu, Orhan Firat, Mete Ozay, Fatos T. Yarman-Vural
2015	—	`conf`	Learning Deep Temporal Representations for fMRI Brain Decoding. MLMMI@ICML Orhan Firat, Emre Aksan, Ilke Öztekin, Fatos T. Yarman-Vural
2015	—	`conf`	Montreal Neural Machine Translation Systems for WMT'15. WMT@EMNLP Sébastien Jean, Orhan Firat, Kyunghyun Cho, Roland Memisevic, Yoshua Bengio
2015	J	`jnl`	On Using Monolingual Corpora in Neural Machine Translation. CoRR Çaglar Gülçehre, Orhan Firat, Kelvin Xu, Kyunghyun Cho, Loïc Barrault, Huei-Chi Lin, Fethi Bougares, Holger Schwenk, Yoshua Bengio
2014	B	`conf`	Deep learning for brain decoding. ICIP Orhan Firat, Like Oztekin, Fatos T. Yarman-Vural
2014	—	`conf`	Estimating brain connectivity for pattern analysis. SIU Itir Önal, Emre Aksan, Burak Velioglu, Orhan Firat, Mete Ozay, Like Oztekin, Fatos T. Yarman-Vural
2014	—	`conf`	Functional networks of anatomic brain regions. ICCI*CC Burak Velioglu, Emre Aksan, Itir Onal, Orhan Firat, Mete Ozay, Fatos T. Yarman-Vural
2014	B	`conf`	Modeling the Brain Connectivity for Pattern Analysis. ICPR Itir Onal, Emre Aksan, Burak Velioglu, Orhan Firat, Mete Ozay, Ilke Öztekin, Fatos T. Yarman-Vural
2014	B	`conf`	Representation Learning for Contextual Object and Region Detection in Remote Sensing. ICPR Orhan Firat, Gulcan Can, Fatos T. Yarman-Vural
2013	C	`conf`	An information theoretic approach to classify cognitive states using fMRI. BIBE Itir Onal, Mete Ozay, Orhan Firat, Ilke Öztekin, Fatos T. Yarman-Vural
2013	—	`conf`	Analyzing the information distribution in the fMRI measurements by estimating the degree of locality. EMBC Itir Onal, Mete Ozay, Orhan Firat, Ilke Öztekin, Fatos Tünay Yarman Vural
2013	—	`conf`	Cognitive process representation with minimum spanning tree of local meshes. SIU Orhan Firat, Mete Ozay, Itir Önal, Ilke Öztekin, Fatos T. Yarman-Vural
2013	—	`conf`	Contextual object recoğnition with conditional random fields. SIU Gulcan Can, Orhan Firat, Fatos T. Yarman-Vural
2013	—	`conf`	Dry dock detection in satellite images with representation learning. SIU Ümit Rusen Aktas, Orhan Firat, Fatos T. Yarman-Vural
2013	J	`jnl`	Enhancing Local Linear Models Using Functional Connectivity for Brain State Decoding. Int. J. Cogn. Informatics Nat. Intell. Orhan Firat, Mete Özay, Itir Önal, Ilke Öztekin, Fatos T. Yarman-Vural
2013	—	`conf`	Functional Mesh Learning for pattern analysis of cognitive processes. ICCI*CC Orhan Firat, Mete Ozay, Itir Onal, Ilke Öztekin, Fatos T. Yarman-Vural
2013	—	`conf`	Information distribution analysis in the fMRI measurements with degree of locality estimation. SIU Itir Önal, Mete Ozay, Orhan Firat, Ilke Öztekin, Fatos T. Yarman-Vural
2013	B	`conf`	Mesh learning for object classification using fMRI measurements. ICIP Omer Ekmekci, Orhan Firat, Mete Ozay, Ilke Öztekin, Fatos T. Yarman-Vural, Uygar Öztekin
2013	—	`conf`	Representation learning with convolutional sparse autoencoders for remote sensing. SIU Orhan Firat, Fatos T. Yarman-Vural
2013	—	`conf`	Representation of cognitive processes using the minimum spanning tree of local meshes. EMBC Orhan Firat, Mete Ozay, Itir Onal, Ilke Öztekin, Fatos Tünay Yarman Vural
2012	—	`conf`	Application of context invariants in airport region of interest detection for multi-spectral satellite imagery. SIU Orhan Firat, Okan Tarhan Tursun, Fatos T. Yarman-Vural
2012	—	`conf`	Conditional Random Fields for Land Use/Land Cover Classification and Complex Region Detection. SSPR/SPR Gulcan Can, Orhan Firat, Fatos Tünay Yarman Vural
2012	—	`conf`	Mesh learning approach for brain data modeling. SIU Orhan Firat, Mete Ozay, Itir Önal, Ilke Öztekin, Fatos T. Yarman-Vural