Dani Yogatama
Dani Yogatama
DeepMind
Verified email at google.com - Homepage
TitleCited byYear
Deep speech 2: End-to-end speech recognition in english and mandarin
D Amodei, S Ananthanarayanan, R Anubhai, J Bai, E Battenberg, C Case, ...
International conference on machine learning, 173-182, 2016
12052016
Part-of-speech tagging for twitter: Annotation, features, and experiments
K Gimpel, N Schneider, B O'Connor, D Das, D Mills, J Eisenstein, ...
Carnegie-Mellon Univ Pittsburgh Pa School of Computer Science, 2010
9432010
Sparse overcomplete word vector representations
M Faruqui, Y Tsvetkov, D Yogatama, C Dyer, N Smith
ACL 2015, 2015
902015
AlphaStar: Mastering the Real-Time Strategy Game StarCraft II
O Vinyals, I Babuschkin, J Chung, M Mathieu, M Jaderberg, W Czarnecki, ...
822019
Efficient Transfer Learning Method for Automatic Hyperparameter Tuning
D Yogatama, G Mann
Proceedings of the 17th International Conference on Artificial Intelligence …, 2014
762014
Generative and discriminative text classification with recurrent neural networks
D Yogatama, C Dyer, W Ling, P Blunsom
arXiv preprint arXiv:1703.01898, 2017
702017
Learning to compose words into sentences with reinforcement learning
D Yogatama, P Blunsom, C Dyer, E Grefenstette, W Ling
arXiv preprint arXiv:1611.09100, 2016
702016
Predicting a scientific community's response to an article
D Yogatama, M Heilman, B O'Connor, C Dyer, BR Routledge, NA Smith
Proceedings of the Conference on Empirical Methods in Natural Language …, 2011
622011
Embedding methods for fine grained entity type classification
D Yogatama, D Gillick, N Lazic
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
612015
Program induction by rationale generation: Learning to solve and explain algebraic word problems
W Ling, D Yogatama, C Dyer, P Blunsom
arXiv preprint arXiv:1705.04146, 2017
432017
Learning Word Representations with Hierarchical Sparse Coding
D Yogatama, M Faruqui, C Dyer, NA Smith
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015
422015
Linguistic Structured Sparsity in Text Categorization
D Yogatama, NA Smith
Proceedings of the 51st Annual Meeting of the Association for Computational …, 2014
392014
Making the most of bag of words: Sentence regularization with alternating direction method of multipliers
D Yogatama, N Smith
International Conference on Machine Learning, 656-664, 2014
372014
Lstms can learn syntax-sensitive dependencies well, but modeling structure makes them better
A Kuncoro, C Dyer, J Hale, D Yogatama, S Clark, P Blunsom
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
312018
Jointly learning sentence embeddings and syntax with unsupervised tree-lstms
J Maillard, S Clark, D Yogatama
Natural Language Engineering 25 (4), 433-449, 2019
282019
Extractive Summarization by Maximizing Semantic Volume
D Yogatama, F Liu, NA Smith
EMNLP 2015, 2015
242015
Memory architectures in recurrent neural network language models
D Yogatama, Y Miao, G Melis, W Ling, A Kuncoro, C Dyer, P Blunsom
232018
Bayesian Optimization of Text Representations
D Yogatama, NA Smith
EMNLP 2015, 2015
232015
Deployed end-to-end speech recognition
B Catanzaro, J Chen, M Chrzanowski, E Elsen, J Engel, C Fougner, ...
US Patent App. 15/358,083, 2017
182017
Dynamic Language Models for Streaming Text
D Yogatama, C Wang, BR Routledge, NA Smith, EP Xing
Transactions of the Association for Computational Linguistics, 2014
182014
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Articles 1–20