Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade.

[BibT_eX]

[DOI]

Jiatao Gu

Xiang Kong

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Multilingual Denoising Pre-training for Neural Machine Translation.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2020

CLEAR: Contrastive Learning for Sentence Representation.

[BibT_eX]

[DOI]

CoRR, 2020

Detecting Hallucinated Content in Conditional Neural Sequence Generation.

[BibT_eX]

[DOI]

CoRR, 2020

Multilingual Translation with Extensible Multilingual Pretraining and Finetuning.

[BibT_eX]

[DOI]

CoRR, 2020

Parallel Machine Translation with Disentangled Context Transformer.

[BibT_eX]

[DOI]

CoRR, 2020

Facebook AI's WMT20 News Translation Task Submission.

[BibT_eX]

[DOI]

Proceedings of the Fifth Conference on Machine Translation, 2020

Cross-lingual Retrieval for Iterative Self-Supervised Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Neural Sparse Voxel Fields.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus.

[BibT_eX]

[DOI]

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Spoken Language Translation, 2020

Self-Supervised Representations Improve End-to-End Speech Translation.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation.

[BibT_eX]

[DOI]

Changhan Wang

Juan Miguel Pino

Jiatao Gu

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Non-autoregressive Machine Translation with Disentangled Context Transformer.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Understanding Knowledge Distillation in Non-autoregressive Machine Translation.

[BibT_eX]

[DOI]

Chunting Zhou

Jiatao Gu

Graham Neubig

Proceedings of the 8th International Conference on Learning Representations, 2020

Monotonic Multihead Attention.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Revisiting Self-Training for Neural Sequence Generation.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Depth-Adaptive Transformer.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

SIMULEVAL: An Evaluation Toolkit for Simultaneous Translation.

[BibT_eX]

[DOI]

Xutai Ma

Mohammad Javad Dousti

Changhan Wang

Jiatao Gu

Juan Miguel Pino

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Neural Machine Translation with Byte-Level Subwords.

[BibT_eX]

[DOI]

Changhan Wang

Kyunghyun Cho

Jiatao Gu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning.

[BibT_eX]

[DOI]

James Jian Qiao Yu

Wen Yu

Jiatao Gu

IEEE Trans. Intell. Transp. Syst., 2019

Real-Time Traffic Speed Estimation With Graph Convolutional Generative Autoencoder.

[BibT_eX]

[DOI]

James Jian Qiao Yu

Jiatao Gu

IEEE Trans. Intell. Transp. Syst., 2019

Insertion-based Decoding with Automatically Inferred Generation Order.

[BibT_eX]

[DOI]

Jiatao Gu

Qi Liu

Kyunghyun Cho

Trans. Assoc. Comput. Linguistics, 2019

Improved Variational Neural Machine Translation by Promoting Mutual Information.

[BibT_eX]

[DOI]

CoRR, 2019

Leveraging Out-of-Task Data for End-to-End Automatic Speech Translation.

[BibT_eX]

[DOI]

CoRR, 2019

Levenshtein Transformer.

[BibT_eX]

[DOI]

Jiatao Gu

Changhan Wang

Jake Zhao

CoRR, 2019

Levenshtein Transformer.

[BibT_eX]

[DOI]

Jiatao Gu

Changhan Wang

Junbo Zhao

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Spoken Language Translation, 2019

VizSeq: a visual analysis toolkit for text generation tasks.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Large Margin Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Universal Neural Machine Translation for Extremely Low Resource Languages.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Non-Autoregressive Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Meta-Learning for Low-Resource Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Search Engine Guided Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Neural Machine Translation with Gumbel-Greedy Decoding.

[BibT_eX]

[DOI]

Jiatao Gu

Daniel Jiwoong Im

Victor O. K. Li

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Search Engine Guided Non-Parametric Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2017

Deep Learning Model to Estimate Air Pollution Using M-BP to Fill in Missing Proxy Urban Data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

Trainable Greedy Decoding for Neural Machine Translation.

[BibT_eX]

[DOI]

Jiatao Gu

Kyunghyun Cho

Victor O. K. Li

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Learning to Translate in Real-time with Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016

Intelligent Time-Adaptive Transient Stability Assessment System.

[BibT_eX]

[DOI]

CoRR, 2016

Incorporating Copying Mechanism in Sequence-to-Sequence Learning.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Efficient Learning for Undirected Topic Models.

[BibT_eX]

[DOI]

Jiatao Gu

Victor O. K. Li

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Jiatao Gu

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