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Nikolaos Pappas

University of Washington

Finetuning Pretrained Transformers into RNNs

Mar 24, 2021
Jungo Kasai, Hao Peng, Yizhe Zhang, Dani Yogatama, Gabriel Ilharco, Nikolaos Pappas, Yi Mao, Weizhu Chen, Noah A. Smith

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Random Feature Attention

Mar 19, 2021
Hao Peng, Nikolaos Pappas, Dani Yogatama, Roy Schwartz, Noah A. Smith, Lingpeng Kong

* ICLR 2021 

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Autonomous Maintenance in IoT Networks via AoI-driven Deep Reinforcement Learning

Dec 31, 2020
George Stamatakis, Nikolaos Pappas, Alexandros Fragkiadakis, Apostolos Traganitis

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QoS Aware Robot Trajectory Optimization with IRS-Assisted Millimeter-Wave Communications

Dec 19, 2020
Cristian Tatino, Nikolaos Pappas, Di Yuan

* arXiv admin note: substantial text overlap with arXiv:2010.14653 

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Plug and Play Autoencoders for Conditional Text Generation

Oct 12, 2020
Florian Mai, Nikolaos Pappas, Ivan Montero, Noah A. Smith, James Henderson

* To be published in EMNLP 2020 

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Grounded Compositional Outputs for Adaptive Language Modeling

Oct 05, 2020
Nikolaos Pappas, Phoebe Mulcaire, Noah A. Smith

* EMNLP 2020 

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Multilevel Text Alignment with Cross-Document Attention

Oct 03, 2020
Xuhui Zhou, Nikolaos Pappas, Noah A. Smith

* EMNLP 2020 

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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 

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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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