Orhan Firat

发表

Theano: A Python framework for fast computation of mathematical expressions pdf

John Salvatier, Razvan Pascanu, Sina Honari, 2016, ArXiv.

On integrating a language model into neural machine translation

Yoshua Bengio, Orhan Firat, Kyunghyun Cho, 2017, Comput. Speech Lang..

Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges pdf

Ankur Bapna, Yuan Cao, Yonghui Wu, 2019, ArXiv.

Montreal Neural Machine Translation Systems for WMT’15

Yoshua Bengio, Orhan Firat, Kyunghyun Cho, 2015, WMT@EMNLP.

Multi-way, multilingual neural machine translation

Yoshua Bengio, Fatos T. Yarman-Vural, Orhan Firat, 2017, Comput. Speech Lang..

On Using Monolingual Corpora in Neural Machine Translation pdf

Yoshua Bengio, Fethi Bougares, Holger Schwenk, 2015, ArXiv.

A Large-Scale Study of Machine Translation in Turkic Languages

Francis M. Tyers, Sriram Chellappan, Orhan Firat, 2021, EMNLP.

Zero-Resource Translation with Multi-Lingual Neural Machine Translation pdf

Yaser Al-Onaizan, Fatos T. Yarman-Vural, Orhan Firat, 2016, EMNLP.

Nematus: a Toolkit for Neural Machine Translation

Rico Sennrich, Marcin Junczys-Dowmunt, Orhan Firat, 2017, EACL.

GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding pdf

Orhan Firat, Zhifeng Chen, Noam Shazeer, 2020, ICLR.

Dry dock detection in satellite images with representation learning

Fatos T. Yarman-Vural, Orhan Firat, Ümit Rusen Aktas, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Representation Learning for Contextual Object and Region Detection in Remote Sensing

Fatos T. Yarman-Vural, Orhan Firat, Gulcan Can, 2014, 2014 22nd International Conference on Pattern Recognition.

Investigating Multilingual NMT Representations at Scale Sneha Kudugunta

Orhan Firat, N. Arivazhagan, Ankur Bapna, 2019 .

Örüntü Analizi için Beyinde Ba˘ glanirlik Kestirimi Estimating Brain Connectivity for Pattern Analysis

Orhan Firat, Emre Aksan, M. Ozay, 2013 .

TensorPipe: Easy Scaling with Micro-Batch Pipeline Parallelism

Ankur Bapna, Quoc V. Le, Jiquan Ngiam, 2019, Neural Information Processing Systems.

Image Translation Network

Orhan Firat, Qi Ge, Puneet Jain, 2021 .

XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation

Jinlan Fu, Orhan Firat, Sebastian Ruder, 2021, EMNLP.

Building Machine Translation Systems for the Next Thousand Languages

Z. Chen, Orhan Firat, Yonghui Wu, 2022, ArXiv.

Evaluating Multiway Multilingual NMT in the Turkic Languages

Francis M. Tyers, Sriram Chellappan, Orhan Firat, 2021, WMT.

Yerel Örgülerin Minimum Yayılan Ağaçları ile Bilişsel Süreç Betimleme Cognitive Processes Representation Using Minimum Spanning Tree of Local Meshes

Orhan Firat, Ilke Öztekin, F. Vural, 2013 .

Building Machine Translation Systems for the Next Thousand Languages

Z. Chen, Orhan Firat, Yonghui Wu, 2022, ArXiv.

GLaM: Efficient Scaling of Language Models with Mixture-of-Experts

Quoc V. Le, Andrew M. Dai, Adams Wei Yu, 2021, ICML.

blocks: Version 0.1.1

Luke, Tejas Khot, Eder Santana, 2015 .

Do Current Multi-Task Optimization Methods in Deep Learning Even Help?

J. Gilmer, Orhan Firat, B. Ghorbani, 2022, NeurIPS.

Towards Zero-Label Language Learning pdf

Orhan Firat, Adams Wei Yu, Yuan Cao, 2021, ArXiv.

The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation

Ankur Bapna, Orhan Firat, Wolfgang Macherey, 2018, ACL.

Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models pdf

Yulia Tsvetkov, Orhan Firat, Yuan Cao, 2020, ICLR.

PaLM: Scaling Language Modeling with Pathways

Andrew M. Dai, Hyung Won Chung, Thanumalayan Sankaranarayana Pillai, 2022, J. Mach. Learn. Res..

Contextual object recoğnition with conditional random fields

Fatos T. Yarman-Vural, Orhan Firat, Gulcan Can, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Conditional Random Fields for Land Use/Land Cover Classification and Complex Region Detection

Fatos T. Yarman-Vural, Orhan Firat, Gulcan Can, 2012, SSPR/SPR.

Scaling Laws for Multilingual Neural Machine Translation

Orhan Firat, Markus Freitag, Patrick Fernandes, 2023, ICML.

Binarized Neural Machine Translation

Orhan Firat, Yuan Cao, B. Ghorbani, 2023, ArXiv.

The unreasonable effectiveness of few-shot learning for machine translation

George F. Foster, Orhan Firat, Melvin Johnson, 2023, ICML.

Training Deeper Neural Machine Translation Models with Transparent Attention pdf

Ankur Bapna, Yuan Cao, Yonghui Wu, 2018, EMNLP.

Data Scaling Laws in NMT: The Effect of Noise and Architecture

Orhan Firat, Behnam Neyshabur, M. Krikun, 2022, ICML.

Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation

Ankur Bapna, Naveen Arivazhagan, Orhan Firat, 2020, ACL.

Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference pdf

Ankur Bapna, Orhan Firat, Minh-Thang Luong, 2021, EMNLP.

XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization

Orhan Firat, Graham Neubig, Sebastian Ruder, 2020, ICML.

Simple, Scalable Adaptation for Neural Machine Translation

Ankur Bapna, Naveen Arivazhagan, Orhan Firat, 2019, EMNLP.

Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation

Orhan Firat, Alex Jones, Isaac Caswell, 2023, ArXiv.

Examining Scaling and Transfer of Language Model Architectures for Machine Translation

Orhan Firat, Ankur Bapna, Biao Zhang, 2022, ICML.

Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning pdf

Ankur Bapna, Orhan Firat, Aditya Siddhant, 2022, ArXiv.

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets pdf

Ankur Bapna, Annette Rios, Orhan Firat, 2021, TACL.

Massively Multilingual Neural Machine Translation pdf

Orhan Firat, Roee Aharoni, Melvin Johnson, 2019, NAACL.

Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism pdf

Yoshua Bengio, Orhan Firat, Kyunghyun Cho, 2016, NAACL.

Using natural language prompts for machine translation

Orhan Firat, Xavier García, 2022, ArXiv.

Hallucinations in Neural Machine Translation

Ashish Agarwal, Orhan Firat, Katherine Lee, 2018 .

A Loss Curvature Perspective on Training Instability in Deep Learning pdf

Orhan Firat, David E. Cardoze, Behnam Neyshabur, 2021, ArXiv.

Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution

Orhan Firat, Ankur P. Parikh, Noah Constant, 2021, NAACL.

Investigating Multilingual NMT Representations at Scale pdf

Ankur Bapna, Naveen Arivazhagan, Orhan Firat, 2019, EMNLP.

Does Neural Machine Translation Benefit from Larger Context? pdf

Orhan Firat, Kyunghyun Cho, Sébastien Jean, 2017, ArXiv.

XTREME-S: Evaluating Cross-lingual Speech Representations

Patrick von Platen, Orhan Firat, Michael Auli, 2022, INTERSPEECH.

The Missing Ingredient in Zero-Shot Neural Machine Translation pdf

Ankur Bapna, Naveen Arivazhagan, Orhan Firat, 2019, ArXiv.

Non-Parametric Adaptation for Neural Machine Translation

Ankur Bapna, Orhan Firat, Orhan Firat, 2019, NAACL.

Scaling Laws for Neural Machine Translation pdf

Markus Freitag, Ankur Bapna, Orhan Firat, 2021, ICLR.

Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction

Orhan Firat, Xavier García, Arthur Bravzinskas, 2023, ArXiv.

PaLM 2 Technical Report

Andrew M. Dai, Jan A. Botha, Laurent El Shafey, 2023, ArXiv.

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling pdf

Tara N. Sainath, Ankur Bapna, Navdeep Jaitly, 2019, ArXiv.

FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation

Jan A. Botha, Orhan Firat, Noah Constant, 2022, arXiv.org.

Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation

Ankur Bapna, Orhan Firat, Rico Sennrich, 2021, ICLR.

Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation

Orhan Firat, N. Arivazhagan, Ankur Bapna, 2019, AAAI Conference on Artificial Intelligence.

Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation pdf

Orhan Firat, Melvin Johnson, Wolfgang Macherey, 2018, ArXiv.

Complete Multilingual Neural Machine Translation

Markus Freitag, Orhan Firat, Orhan Firat, 2020, WMT.

Towards Universality in Multilingual Text Rewriting pdf

Orhan Firat, Noah Constant, Xavier Garcia, 2021, ArXiv.

Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation

Orhan Firat, Ankur Bapna, Yuan Cao, 2022, ACL.

Revisiting Character-Based Neural Machine Translation with Capacity and Compression pdf

Ankur Bapna, Orhan Firat, Wolfgang Macherey, 2018, EMNLP.

Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents

Orhan Firat, N. Arivazhagan, Ankur Bapna, 2021, ACL.

Fill in the Blanks: Imputing Missing Sentences for Larger-Context Neural Machine Translation pdf

Ankur Bapna, Orhan Firat, Sébastien Jean, 2019, ArXiv.

Controlling Computation versus Quality for Neural Sequence Models

Orhan Firat, N. Arivazhagan, Ankur Bapna, 2020, ArXiv.

Mesh learning approach for brain data modeling

Fatos T. Yarman-Vural, Orhan Firat, Mete Ozay, 2012, 2012 20th Signal Processing and Communications Applications Conference (SIU).

Explicit Alignment Objectives for Multilingual Bidirectional Encoders pdf

Graham Neubig, Orhan Firat, Aditya Siddhant, 2020, NAACL.

Mesh learning for object classification using fMRI measurements

Fatos T. Yarman-Vural, Orhan Firat, Mete Ozay, 2013, 2013 IEEE International Conference on Image Processing.

Deep learning for brain decoding

Fatos T. Yarman-Vural, Orhan Firat, Like Oztekin, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

On the Discrepancy between Density Estimation and Sequence Generation

Dustin Tran, Orhan Firat, Kyunghyun Cho, 2020, SPNLP.

Cross-Lingual Supervision improves Large Language Models Pre-training

Orhan Firat, Andrea Schioppa, Xavier García, 2023, ArXiv.

Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages pdf

Orhan Firat, Ankur P. Parikh, Aditya Siddhant, 2020, NAACL.

On the Importance of Word Boundaries in Character-level Neural Machine Translation

Orhan Firat, Marcello Federico, Alexandra Birch, 2019, EMNLP.

Gradient-guided Loss Masking for Neural Machine Translation pdf

Ankur Bapna, Orhan Firat, Xinyi Wang, 2021, ArXiv.

A Loss Curvature Perspective on Training Instabilities of Deep Learning Models

David E. Cardoze, George E. Dahl, J. Gilmer, 2022, ICLR.

Adaptive Scheduling for Multi-Task Learning pdf

Orhan Firat, Melvin Johnson, S'ebastien Jean, 2019, ArXiv.

Analyzing the information distribution in the fMRI measurements by estimating the degree of locality

Fatos T. Yarman-Vural, Orhan Firat, Mete Ozay, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Information distribution analysis in the fMRI measurements with degree of locality estimation

Fatos T. Yarman-Vural, Orhan Firat, Mete Ozay, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

UniMax: Fairer and more Effective Language Sampling for Large-Scale Multilingual Pretraining

Hyung Won Chung, Orhan Firat, Noah Constant, 2023, ICLR.

Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation

Orhan Firat, Melvin Johnson, Wolfgang Macherey, 2018, ArXiv.

The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation

André F. T. Martins, Orhan Firat, Markus Freitag, 2023, 2308.07286.

Block-State Transformer

Orhan Firat, Pierre-Luc Bacon, Ross Goroshin, 2023, arXiv.org.

Block-State Transformer

Orhan Firat, Pierre-Luc Bacon, Ross Goroshin, 2023, ArXiv.

Reinforced Self-Training (ReST) for Language Modeling

Nando de Freitas, T. Paine, Caglar Gulcehre, 2023, ArXiv.

PaLM 2 Technical Report

Andrew M. Dai, Jan A. Botha, Laurent El Shafey, 2023, ArXiv.

Learning Deep Temporal Representations for fMRI Brain Decoding

Fatos T. Yarman-Vural, Orhan Firat, Emre Aksan, 2015, MLMMI@ICML.

Learning Deep Temporal Representations for Brain Decoding pdf

Orhan Firat, Emre Aksan, Ilke Oztekin, 2014, ArXiv.

Discriminative Functional Connectivity Measures for Brain Decoding pdf

Orhan Firat, Mete Ozay, Ilke Oztekin, 2014, ArXiv.

Functional Mesh Learning for pattern analysis of cognitive processes

Fatos T. Yarman-Vural, Orhan Firat, Mete Ozay, 2013, 2013 IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing.

Representation of cognitive processes using the minimum spanning tree of local meshes

Fatos T. Yarman-Vural, Orhan Firat, Mete Ozay, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Enhancing Local Linear Models Using Functional Connectivity for Brain State Decoding

Fatos T. Yarman-Vural, Orhan Firat, Mete Ozay, 2013, Int. J. Cogn. Informatics Nat. Intell..

Cognitive process representation with minimum spanning tree of local meshes

Fatos T. Yarman-Vural, Orhan Firat, Mete Ozay, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

LARGE SCALE FUNCTIONAL CONNECTIVITY FOR BRAIN DECODING

Orhan Firat, Emre Aksan, Fatos T. Yarman Vural, 2014, RA 2014.

MADLAD-400: A Multilingual And Document-Level Large Audited Dataset

Christopher A. Choquette-Choo, Orhan Firat, Aditya Kusupati, 2023, ArXiv.

Gemini: A Family of Highly Capable Multimodal Models

Tara N. Sainath, Dalia El Badawy, Reinald Kim Amplayo, 2023, ArXiv.

An information theoretic approach to classify cognitive states using fMRI

Fatos T. Yarman-Vural, Orhan Firat, Mete Ozay, 2013, 13th IEEE International Conference on BioInformatics and BioEngineering.

PaLM 2 Technical Report

Andrew M. Dai, Jan A. Botha, Laurent El Shafey, 2023, ArXiv.

Neural Machine Translation for Cross-Lingual Pronoun Prediction

Orhan Firat, Kyunghyun Cho, Sébastien Jean, 2017, DiscoMT@EMNLP.

Gemini: A Family of Highly Capable Multimodal Models

Tara N. Sainath, Dalia El Badawy, Reinald Kim Amplayo, 2023, ArXiv.

Block-State Transformers

Orhan Firat, C. Pal, Pierre-Luc Bacon, 2023, NeurIPS.

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets

Nisansa de Silva, Bonaventure F. P. Dossou, Toan Q. Nguyen, 2021, TACL.

Functional networks of anatomic brain regions

Fatos T. Yarman-Vural, Orhan Firat, Mete Ozay, 2014, 2014 IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing.