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Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention

Jun 30, 2020
Angelos Katharopoulos, Apoorv Vyas, Nikolaos Pappas, François Fleuret

* ICML 2020, project at https://linear-transformers.com/ 

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Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff in Machine Translation

Jun 28, 2020
Jungo Kasai, Nikolaos Pappas, Hao Peng, James Cross, Noah A. Smith

* Added references and acknowledgements 

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Multi-Robot Association-Path Planning in Millimeter-Wave Industrial Scenarios

Mar 21, 2020
Cristian Tatino, Nikolaos Pappas, Di Yuan


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Learning-Based Link Scheduling in Millimeter-wave Multi-connectivity Scenarios

Mar 02, 2020
Cristian Tatino, Nikolaos Pappas, Ilaria Malanchini, Lutz Ewe, Di Yuan


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Regularization Advantages of Multilingual Neural Language Models for Low Resource Domains

May 29, 2019
Navid Rekabsaz, Nikolaos Pappas, James Henderson, Banriskhem K. Khonglah, Srikanth Madikeri


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Deep Residual Output Layers for Neural Language Generation

May 22, 2019
Nikolaos Pappas, James Henderson

* To appear in ICML 2019 

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Self-Attentive Residual Decoder for Neural Machine Translation

Oct 01, 2018
Lesly Miculicich Werlen, Nikolaos Pappas, Dhananjay Ram, Andrei Popescu-Belis

* Accepted on NAACL-HLT 2018, Volume: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) 

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Document-Level Neural Machine Translation with Hierarchical Attention Networks

Oct 01, 2018
Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, James Henderson

* EMNLP 2018 

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Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation

Aug 31, 2018
Nikolaos Pappas, Lesly Miculicich Werlen, James Henderson

* To appear at WMT 2018 

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Joint Input-Label Embedding for Neural Text Classification

Jun 20, 2018
Nikolaos Pappas, James Henderson

* Under revision 

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Multilingual Hierarchical Attention Networks for Document Classification

Sep 15, 2017
Nikolaos Pappas, Andrei Popescu-Belis


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Multilingual Visual Sentiment Concept Matching

Jun 07, 2016
Nikolaos Pappas, Miriam Redi, Mercan Topkara, Brendan Jou, Hongyi Liu, Tao Chen, Shih-Fu Chang

* Proceedings ICMR '16 Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval Pages 151-158 

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Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology

Oct 07, 2015
Brendan Jou, Tao Chen, Nikolaos Pappas, Miriam Redi, Mercan Topkara, Shih-Fu Chang

* 11 pages, to appear at ACM MM'15 

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