Sebastian Ruder
Sebastian Ruder
Research scientist, DeepMind
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TitelZitiert vonJahr
An overview of gradient descent optimization algorithms
S Ruder
arXiv preprint arXiv:1609.04747, 2016
11122016
Universal Language Model Fine-tuning for Text Classification
J Howard, S Ruder
Proceedings of ACL 2018, 2018
356*2018
An overview of multi-task learning in deep neural networks
S Ruder
arXiv preprint arXiv:1706.05098, 2017
3352017
A Survey of Cross-lingual Word Embedding Models
S Ruder, I Vulić, A Søgaard
Journal of Artificial Intelligence Research 65, 569-631, 2019
95*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
702016
Latent Multi-task Architecture Learning
S Ruder, J Bingel, I Augenstein, A Søgaard
Proceedings of AAAI 2019, 2019
69*2019
INSIGHT-1 at SemEval-2016 Task 5: Deep Learning for Multilingual Aspect-based Sentiment Analysis
S Ruder, P Ghaffari, JG Breslin
Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016
512016
On the Limitations of Unsupervised Bilingual Dictionary Induction
A Søgaard, S Ruder, I Vulić
Proceedings of ACL 2018, 2018
362018
Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces
I Augenstein, S Ruder, A Søgaard
Proceedings of NAACL-HLT 2018, 2018
302018
Character-level and multi-channel convolutional neural networks for large-scale authorship attribution
S Ruder, P Ghaffari, JG Breslin
arXiv preprint arXiv:1609.06686, 2016
282016
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
232017
Transfer learning - Machine Learning’s next frontier
S Ruder
http://ruder.io/transfer-learning/, 2017
17*2017
Emoji as emotion tags for tweets
I Wood, S Ruder
Proceedings of the Emotion and Sentiment Analysis Workshop LREC2016 …, 2016
152016
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks
V Sanh, T Wolf, S Ruder
Proceedings of AAAI 2019, 2019
142019
Strong Baselines for Neural Semi-supervised Learning under Domain Shift
S Ruder, B Plank
Proceedings of ACL 2018, 2018
122018
Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction
Y Kementchedjhieva, S Ruder, R Cotterell, A Søgaard
Proceedings of CoNLL 2018, 2018
92018
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
82019
Neural Transfer Learning for Natural Language Processing
S Ruder
National University of Ireland, Galway, 2019
72019
A Discriminative Latent-Variable Model for Bilingual Lexicon Induction
S Ruder, R Cotterell, Y Kementchedjhieva, A Søgaard
Proceedings of EMNLP 2018, 2018
72018
INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification
S Ruder, P Ghaffari, JG Breslin
Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016
72016
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