Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Nikolaos Pappas

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


  Access Paper or Ask Questions

Random Feature Attention


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

* ICLR 2021 

  Access Paper or Ask Questions

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


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Grounded Compositional Outputs for Adaptive Language Modeling


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

* EMNLP 2020 

  Access Paper or Ask Questions

Multilevel Text Alignment with Cross-Document Attention


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

* EMNLP 2020 

  Access Paper or Ask Questions

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/ 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


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


  Access Paper or Ask Questions

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


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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Deep Residual Output Layers for Neural Language Generation


May 22, 2019
Nikolaos Pappas, James Henderson

* To appear in ICML 2019 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

Document-Level Neural Machine Translation with Hierarchical Attention Networks


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

* EMNLP 2018 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Joint Input-Label Embedding for Neural Text Classification


Jun 20, 2018
Nikolaos Pappas, James Henderson

* Under revision 

  Access Paper or Ask Questions

Multilingual Hierarchical Attention Networks for Document Classification


Sep 15, 2017
Nikolaos Pappas, Andrei Popescu-Belis


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions