Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation. - Jakob Uszkoreit; Thorsten Brants (ACL, 2008)

Lattice-based Minimum Error Rate Training for Statistical Machine Translation. - Wolfgang Macherey; Franz Josef Och; Ignacio Thayer; Jakob Uszkoreit (EMNLP, 2008)

Creating a High-Quality Machine Translation System for a Low-Resource Language: Yiddish. - Dmitriy Genzel; Klaus Macherey; Jakob Uszkoreit (MTSummit, 2009)

Large Scale Parallel Document Mining for Machine Translation. - Jakob Uszkoreit; Jay Ponte; Ashok C. Popat; Moshe Dubiner (COLING, 2010)

'Poetic' Statistical Machine Translation: Rhyme and Meter. - Dmitriy Genzel; Jakob Uszkoreit; Franz Josef Och (EMNLP, 2010)

Inducing Sentence Structure from Parallel Corpora for Reordering. - John DeNero; Jakob Uszkoreit (EMNLP, 2011)

Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation. - Ashish Venugopal; Jakob Uszkoreit; David Talbot; Franz Josef Och; Juri Ganitkevitch (EMNLP, 2011)

A Feature-Rich Constituent Context Model for Grammar Induction. - Dave Golland; John DeNero; Jakob Uszkoreit (ACL (2), 2012)

Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure. - Oscar Täckström; Ryan T. McDonald; Jakob Uszkoreit (HLT-NAACL, 2012)

Language-Independent Discriminative Parsing of Temporal Expressions. - Gabor Angeli; Jakob Uszkoreit (ACL (1), 2013)

A Decomposable Attention Model for Natural Language Inference. - Ankur P. Parikh; Oscar Täckström; Dipanjan Das 001; Jakob Uszkoreit (EMNLP, 2016)

Hierarchical Question Answering for Long Documents. - Eunsol Choi; Daniel Hewlett; Alexandre Lacoste; Illia Polosukhin; Jakob Uszkoreit; Jonathan Berant (CoRR, 2016)

Coarse-to-Fine Question Answering for Long Documents. - Eunsol Choi; Daniel Hewlett; Jakob Uszkoreit; Illia Polosukhin; Alexandre Lacoste; Jonathan Berant (ACL (1), 2017)

Neural Paraphrase Identification of Questions with Noisy Pretraining. - Gaurav Singh Tomar; Thyago Duque; Oscar Täckström; Jakob Uszkoreit; Dipanjan Das 001 (SWCN@EMNLP, 2017)

Attention is All you Need. - Ashish Vaswani; Noam Shazeer; Niki Parmar; Jakob Uszkoreit; Llion Jones; Aidan N. Gomez; Lukasz Kaiser; Illia Polosukhin (NIPS, 2017)

One Model To Learn Them All. - Lukasz Kaiser; Aidan N. Gomez; Noam Shazeer; Ashish Vaswani; Niki Parmar; Llion Jones; Jakob Uszkoreit (CoRR, 2017)

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; et al. (ACL (1), 2018)

Tensor2Tensor for Neural Machine Translation. - Ashish Vaswani; Samy Bengio; Eugene Brevdo; François Chollet; Aidan N. Gomez; Stephan Gouws; Llion Jones; Lukasz Kaiser; Nal Kalchbrenner; Niki Parmar; Ryan Sepassi; Noam Shazeer; et al. (AMTA (1), 2018)

Fast Decoding in Sequence Models Using Discrete Latent Variables. - Lukasz Kaiser; Samy Bengio; Aurko Roy; Ashish Vaswani; Niki Parmar; Jakob Uszkoreit; Noam Shazeer (ICML, 2018)

Image Transformer. - Niki Parmar; Ashish Vaswani; Jakob Uszkoreit; Lukasz Kaiser; Noam Shazeer; Alexander Ku; Dustin Tran (ICML, 2018)

Self-Attention with Relative Position Representations. - Peter Shaw 004; Jakob Uszkoreit; Ashish Vaswani (NAACL-HLT (2), 2018)

Blockwise Parallel Decoding for Deep Autoregressive Models. - Mitchell Stern; Noam Shazeer; Jakob Uszkoreit (NeurIPS, 2018)

Image Transformer. - Niki Parmar; Ashish Vaswani; Jakob Uszkoreit; Lukasz Kaiser; Noam Shazeer; Alexander Ku (CoRR, 2018)

An Improved Relative Self-Attention Mechanism for Transformer with Application to Music Generation. - Cheng-Zhi Anna Huang; Ashish Vaswani; Jakob Uszkoreit; Noam Shazeer; Curtis Hawthorne; Andrew M. Dai; Matthew D. Hoffman; Douglas Eck (CoRR, 2018)

Universal Transformers. - Mostafa Dehghani 001; Stephan Gouws; Oriol Vinyals; Jakob Uszkoreit; Lukasz Kaiser (ICLR (Poster), 2019)

Music Transformer: Generating Music with Long-Term Structure. - Cheng-Zhi Anna Huang; Ashish Vaswani; Jakob Uszkoreit; Ian Simon; Curtis Hawthorne; Noam Shazeer; Andrew M. Dai; Matthew D. Hoffman; Monica Dinculescu; Douglas Eck (ICLR (Poster), 2019)

Insertion Transformer: Flexible Sequence Generation via Insertion Operations. - Mitchell Stern; William Chan; Jamie Kiros; Jakob Uszkoreit (ICML, 2019)

KERMIT: Generative Insertion-Based Modeling for Sequences. - William Chan; Nikita Kitaev; Kelvin Guu; Mitchell Stern; Jakob Uszkoreit (CoRR, 2019)

Natural Questions: a Benchmark for Question Answering Research. - Tom Kwiatkowski; Jennimaria Palomaki; Olivia Redfield; Michael Collins 001; Ankur P. Parikh; Chris Alberti; Danielle Epstein; Illia Polosukhin; Jacob Devlin; Kenton Lee; Kristina Toutanova; Llion Jones; et al. (Trans. Assoc. Comput. Linguistics, 2019)

An Empirical Study of Generation Order for Machine Translation. - William Chan; Mitchell Stern; Jamie Kiros; Jakob Uszkoreit (EMNLP (1), 2020)

Scaling Autoregressive Video Models. - Dirk Weissenborn; Oscar Täckström; Jakob Uszkoreit (ICLR, 2020)

Object-Centric Learning with Slot Attention. - Francesco Locatello; Dirk Weissenborn; Thomas Unterthiner; Aravindh Mahendran; Georg Heigold; Jakob Uszkoreit; Alexey Dosovitskiy; Thomas Kipf (NeurIPS, 2020)

Towards End-to-End In-Image Neural Machine Translation. - Elman Mansimov; Mitchell Stern; Mia Xu Chen; Orhan Firat; Jakob Uszkoreit; Puneet Jain (CoRR, 2020)

Differentiable Patch Selection for Image Recognition. - Jean-Baptiste Cordonnier; Aravindh Mahendran; Alexey Dosovitskiy; Dirk Weissenborn; Jakob Uszkoreit; Thomas Unterthiner (CVPR, 2021)

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. - Alexey Dosovitskiy; Lucas Beyer; Alexander Kolesnikov 003; Dirk Weissenborn; Xiaohua Zhai; Thomas Unterthiner; Mostafa Dehghani 001; Matthias Minderer; Georg Heigold; Sylvain Gelly; Jakob Uszkoreit; Neil Houlsby (ICLR, 2021)

MLP-Mixer: An all-MLP Architecture for Vision. - Ilya O. Tolstikhin; Neil Houlsby; Alexander Kolesnikov 003; Lucas Beyer; Xiaohua Zhai; Thomas Unterthiner; Jessica Yung; Andreas Steiner 001; Daniel Keysers; Jakob Uszkoreit; Mario Lucic; Alexey Dosovitskiy (NeurIPS, 2021)

Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations. - Mehdi S. M. Sajjadi; Henning Meyer; Etienne Pot; Urs Bergmann; Klaus Greff; Noha Radwan; Suhani Vora; Mario Lucic; Daniel Duckworth; Alexey Dosovitskiy; Jakob Uszkoreit; Thomas A. Funkhouser; et al. (CVPR, 2022)

How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers. - Andreas Steiner 001; Alexander Kolesnikov 003; Xiaohua Zhai; Ross Wightman; Jakob Uszkoreit; Lucas Beyer (Trans. Mach. Learn. Res., 2022)