Sebastian Ruder

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Ivan VulićPrincipal Research Associate, University of Cambridge & PolyAIDirección de correo verificada de cam.ac.uk
Anders SøgaardFull Professor in NLP and Machine Learning, University of CopenhagenDirección de correo verificada de di.ku.dk
Parsa GhaffariAYLIENDirección de correo verificada de aylien.com
Dani YogatamaDeepMindDirección de correo verificada de google.com
Jonas PfeifferResearch Scientist, GoogleDirección de correo verificada de google.com
Jeremy HowardHonorary Professor, University of QueenslandDirección de correo verificada de zz.lc
Orhan FiratGoogle AIDirección de correo verificada de google.com
John G. BreslinProfessor at University of Galway and Co-PI at Confirm and Insight SFI CentresDirección de correo verificada de universityofgalway.ie
Melvin JohnsonResearcher, GoogleDirección de correo verificada de stanford.edu
Graham NeubigCarnegie Mellon University, Inspired CognitionDirección de correo verificada de cs.cmu.edu
Iryna GurevychProfessor of Computer Science, Technische Universität DarmstadtDirección de correo verificada de cs.tu-darmstadt.de
Yi TayResearch Scientist, Google BrainDirección de correo verificada de google.com
Matthew E PetersSr Research Scientist, Allen Institute for Artificial IntelligenceDirección de correo verificada de allenai.org
Isabelle AugensteinFull Professor, Department of Computer Science, University of CopenhagenDirección de correo verificada de di.ku.dk
Aditya SiddhantGoogleDirección de correo verificada de google.com
Thomas WolfChief Science Officer at HuggingFaceDirección de correo verificada de polytechnique.edu
Donald MetzlerGoogleDirección de correo verificada de google.com
Dara BahriResearch Scientist, Google ResearchDirección de correo verificada de google.com
Junjie HuAssistant Professor, University of Wisconsin-MadisonDirección de correo verificada de wisc.edu
Cyprien de Masson d'AutumeDeepMindDirección de correo verificada de google.com

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Sebastian Ruder

Research Scientist, Google

Dirección de correo verificada de google.com - Página principal

Natural Language Processing Machine Learning Deep Learning Artificial Intelligence


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
An overview of gradient descent optimization algorithms S Ruder arXiv preprint arXiv:1609.04747, 2016	7362	2016
Universal Language Model Fine-tuning for Text Classification J Howard, S Ruder Proceedings of ACL 2018, 2018	3719*	2018
An overview of multi-task learning in deep neural networks S Ruder arXiv preprint arXiv:1706.05098, 2017	2620	2017
A Survey of Cross-lingual Word Embedding Models S Ruder, I Vulić, A Søgaard Journal of Artificial Intelligence Research 65, 569-631, 2019	596	2019
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization J Hu, S Ruder, A Siddhant, G Neubig, O Firat, M Johnson Proceedings of ICML 2020, 2020	566	2020
On the cross-lingual transferability of monolingual representations M Artetxe, S Ruder, D Yogatama Proceedings of ACL 2020, 2020	420	2020
Transfer learning in natural language processing S Ruder, ME Peters, S Swayamdipta, T Wolf Proceedings of the 2019 conference of the North American chapter of the …, 2019	415	2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks ME Peters, S Ruder, NA Smith Proceedings of the 4th Workshop on Representation Learning for NLP, 2019	365	2019
A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis S Ruder, P Ghaffari, JG Breslin Proceedings of the 2016 Conference on Empirical Methods in Natural Language …, 2016	281	2016
Neural Transfer Learning for Natural Language Processing S Ruder National University of Ireland, Galway, 2019	280	2019
MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer J Pfeiffer, I Vulić, I Gurevych, S Ruder Proceedings of EMNLP 2020, 2020	261	2020
Long Range Arena: A Benchmark for Efficient Transformers Y Tay, M Dehghani, S Abnar, Y Shen, D Bahri, P Pham, J Rao, L Yang, ... Proceedings of ICLR 2021, 2021	256	2021
On the Limitations of Unsupervised Bilingual Dictionary Induction A Søgaard, S Ruder, I Vulić Proceedings of ACL 2018, 2018	239	2018
Adapterhub: A framework for adapting transformers J Pfeiffer, A Rücklé, C Poth, A Kamath, I Vulić, S Ruder, K Cho, I Gurevych Proceedings of EMNLP 2020: System demonstrations, 2020	238	2020
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks V Sanh, T Wolf, S Ruder Proceedings of AAAI 2019, 2019	215	2019
Latent Multi-task Architecture Learning S Ruder, J Bingel, I Augenstein, A Søgaard Proceedings of AAAI 2019, 2019	212	2019
Sluice networks: Learning what to share between loosely related tasks S Ruder, J Bingel, I Augenstein, A Søgaard arXiv preprint arXiv:1705.08142 2, 2017	182	2017
Strong Baselines for Neural Semi-supervised Learning under Domain Shift S Ruder, B Plank Proceedings of ACL 2018, 2018	168	2018
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions G Glavas, R Litschko, S Ruder, I Vulic Proceedings of ACL 2019, 2019	161	2019
Learning to select data for transfer learning with Bayesian Optimization S Ruder, B Plank Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017	152	2017

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