Sebastian Ruder

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Ivan VulićGoogle DeepMind & University of CambridgeEmail yang diverifikasi di cam.ac.uk
Anders SøgaardFull Professor in NLP and Machine Learning, University of CopenhagenEmail yang diverifikasi di di.ku.dk
Jonas PfeifferResearch Scientist, Google DeepMindEmail yang diverifikasi di google.com
Iryna GurevychFull Professor, TU Darmstadt; Adjunct Professor, MBZUAI, UAE; Affiliated Professor, INSAIT, BulgariaEmail yang diverifikasi di cs.tu-darmstadt.de
Dani YogatamaReka, USCEmail yang diverifikasi di reka.ai
Parsa GhaffariQuantexaEmail yang diverifikasi di quantexa.com
Jeremy HowardHonorary Professor, University of QueenslandEmail yang diverifikasi di zz.lc
Graham NeubigCarnegie Mellon University, All Hands AIEmail yang diverifikasi di cs.cmu.edu
Melvin JohnsonResearcher, GoogleEmail yang diverifikasi di stanford.edu
Orhan FiratGoogle AIEmail yang diverifikasi di google.com
John G. BreslinProfessor at the University of Galway, PI at the Insight Research Ireland Centre for Data AnalyticsEmail yang diverifikasi di universityofgalway.ie
Yi TayResearch Scientist, Google DeepMindEmail yang diverifikasi di google.com
Aditya SiddhantGoogleEmail yang diverifikasi di google.com
Junjie HuAssistant Professor, University of Wisconsin-MadisonEmail yang diverifikasi di wisc.edu
Donald MetzlerGoogle DeepMindEmail yang diverifikasi di google.com
Dara BahriResearch Scientist, Google DeepMindEmail yang diverifikasi di google.com
Matthew E PetersSpiffy AI, Allen Institute for Artificial IntelligenceEmail yang diverifikasi di allenai.org
Thomas WolfCo-founder at HuggingFaceEmail yang diverifikasi di polytechnique.edu
Mostafa DehghaniResearch Scientist, Google DeepMindEmail yang diverifikasi di google.com
Isabelle AugensteinFull Professor, Department of Computer Science, University of CopenhagenEmail yang diverifikasi di di.ku.dk

Ikuti

Sebastian Ruder

Research Scientist, Meta

Email yang diverifikasi di meta.com - Beranda

Natural Language Processing Machine Learning Deep Learning Artificial Intelligence


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
An overview of gradient descent optimization algorithms S Ruder arXiv preprint arXiv:1609.04747, 2016	11601	2016
Universal Language Model Fine-tuning for Text Classification J Howard, S Ruder Proceedings of ACL 2018, 2018	5657	2018
An overview of multi-task learning in deep neural networks S Ruder arXiv preprint arXiv:1706.05098, 2017	3977	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	3417	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	1659	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	978	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	816	2019
On the cross-lingual transferability of monolingual representations M Artetxe, S Ruder, D Yogatama Proceedings of ACL 2020, 2020	799	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	750	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	679	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	631	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	548	2019
Compacter: Efficient Low-Rank Hypercomplex Adapter Layers RK Mahabadi, J Henderson, S Ruder Proceedings of NeurIPS 2021, 2021	484*	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	337	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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