Sebastian Ruder

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Ivan VulićGoogle DeepMind & University of CambridgePreverjeni e-poštni naslov na cam.ac.uk
Anders SøgaardFull Professor in NLP and Machine Learning, University of CopenhagenPreverjeni e-poštni naslov na di.ku.dk
Jonas PfeifferResearch Scientist, Google DeepMindPreverjeni e-poštni naslov na google.com
Iryna GurevychFull Professor, TU Darmstadt; Adjunct Professor, MBZUAI, UAE; Affiliated Professor, INSAIT, BulgariaPreverjeni e-poštni naslov na cs.tu-darmstadt.de
Dani YogatamaReka, USCPreverjeni e-poštni naslov na reka.ai
Parsa GhaffariQuantexaPreverjeni e-poštni naslov na quantexa.com
Jeremy HowardHonorary Professor, University of QueenslandPreverjeni e-poštni naslov na zz.lc
Graham NeubigCarnegie Mellon University, All Hands AIPreverjeni e-poštni naslov na cs.cmu.edu
Melvin JohnsonResearcher, GooglePreverjeni e-poštni naslov na stanford.edu
Orhan FiratGoogle AIPreverjeni e-poštni naslov na google.com
John G. BreslinProfessor at the University of Galway, PI at the Insight Research Ireland Centre for Data AnalyticsPreverjeni e-poštni naslov na universityofgalway.ie
Yi TayResearch Scientist, Google DeepMindPreverjeni e-poštni naslov na google.com
Aditya SiddhantGooglePreverjeni e-poštni naslov na google.com
Junjie HuAssistant Professor, University of Wisconsin-MadisonPreverjeni e-poštni naslov na wisc.edu
Donald MetzlerGoogle DeepMindPreverjeni e-poštni naslov na google.com
Dara BahriResearch Scientist, Google DeepMindPreverjeni e-poštni naslov na google.com
Matthew E PetersSpiffy AI, Allen Institute for Artificial IntelligencePreverjeni e-poštni naslov na allenai.org
Thomas WolfCo-founder at HuggingFacePreverjeni e-poštni naslov na polytechnique.edu
Mostafa DehghaniResearch Scientist, Google DeepMindPreverjeni e-poštni naslov na google.com
Isabelle AugensteinFull Professor, Department of Computer Science, University of CopenhagenPreverjeni e-poštni naslov na di.ku.dk

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Sebastian Ruder

Research Scientist, Meta

Preverjeni e-poštni naslov na meta.com - Domača stran

Natural Language Processing Machine Learning Deep Learning Artificial Intelligence


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
An overview of gradient descent optimization algorithms S Ruder arXiv preprint arXiv:1609.04747, 2016	11615	2016
Universal Language Model Fine-tuning for Text Classification J Howard, S Ruder Proceedings of ACL 2018, 2018	5661	2018
An overview of multi-task learning in deep neural networks S Ruder arXiv preprint arXiv:1706.05098, 2017	3978	2017
Gemini: a family of highly capable multimodal models G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ... arXiv preprint arXiv:2312.11805, 2023	3445	2023
PaLM 2 technical report R Anil, AM Dai, O Firat, M Johnson, D Lepikhin, A Passos, S Shakeri, ... arXiv preprint arXiv:2305.10403, 2023	1666	2023
NusaCrowd: Open Source Initiative for Indonesian NLP Resources S Cahyawijaya, H Lovenia, AF Aji, GI Winata, B Wilie, R Mahendra, ... Findings of ACL 2023, 2023	1109	2023
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	979	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	840	2019
A Survey of Cross-lingual Word Embedding Models S Ruder, I Vulić, A Søgaard Journal of Artificial Intelligence Research 65, 569-631, 2019	817	2019
On the cross-lingual transferability of monolingual representations M Artetxe, S Ruder, D Yogatama Proceedings of ACL 2020, 2020	801	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	751	2021
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	680	2020
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	632	2020
Latent Multi-task Architecture Learning S Ruder, J Bingel, I Augenstein, A Søgaard Proceedings of AAAI 2019, 2019	589*	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	549	2019
Compacter: Efficient Low-Rank Hypercomplex Adapter Layers RK Mahabadi, J Henderson, S Ruder Proceedings of NeurIPS 2021, 2021	485*	2021
Neural Transfer Learning for Natural Language Processing S Ruder National University of Ireland, Galway, 2019	424	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	366	2016
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks RK Mahabadi, S Ruder, M Dehghani, J Henderson Proceedings of ACL 2021, 2021	338	2021
On the Limitations of Unsupervised Bilingual Dictionary Induction A Søgaard, S Ruder, I Vulić Proceedings of ACL 2018, 2018	309	2018

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