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Aleksandr Drozd
Aleksandr Drozd
Verified email at smg.is.titech.ac.jp - Homepage
Title
Cited by
Cited by
Year
Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn’t.
A Gladkova, A Drozd, S Matsuoka
Proceedings of the NAACL Student Research Workshop, 8-15, 2016
1942016
Word embeddings, analogies, and machine learning: Beyond king-man+ woman= queen
A Drozd, A Gladkova, S Matsuoka
Proceedings of coling 2016, the 26th international conference on …, 2016
1382016
Intrinsic evaluations of word embeddings: What can we do better?
A Gladkova, A Drozd
Proceedings of the 1st Workshop on Evaluating Vector-Space Representations …, 2016
952016
The (too many) problems of analogical reasoning with word vectors
A Rogers, A Drozd, B Li
Proceedings of the 6th Joint Conference on Lexical and Computational …, 2017
732017
Scaling word2vec on big corpus
B Li, A Drozd, Y Guo, T Liu, S Matsuoka, X Du
Data Science and Engineering 4 (2), 157-175, 2019
462019
Investigating different syntactic context types and context representations for learning word embeddings
B Li, T Liu, Z Zhao, B Tang, A Drozd, A Rogers, X Du
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
392017
Subword-level composition functions for learning word embeddings
B Li, A Drozd, T Liu, X Du
Proceedings of the second workshop on subword/character level models, 38-48, 2018
252018
Matrix engines for high performance computing: A paragon of performance or grasping at straws?
J Domke, E Vatai, A Drozd, P ChenT, Y Oyama, L Zhang, S Salaria, ...
2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2021
142021
Migrating legacy Fortran to Python while retaining Fortran-level performance through transpilation and type hints
M Bysiek, A Drozd, S Matsuoka
2016 6th Workshop on Python for High-Performance and Scientific Computing …, 2016
142016
Subcharacter information in Japanese embeddings: When is it worth it?
M Karpinska, B Li, A Rogers, A Drozd
Proceedings of the Workshop on the Relevance of Linguistic Structure in …, 2018
132018
GPU-accelerated large-scale distributed sorting coping with device memory capacity
H Shamoto, K Shirahata, A Drozd, H Sato, S Matsuoka
IEEE Transactions on Big Data 2 (1), 57-69, 2016
132016
Scaling distributed deep learning workloads beyond the memory capacity with KARMA
M Wahib, H Zhang, TT Nguyen, A Drozd, J Domke, L Zhang, R Takano, ...
SC20: International Conference for High Performance Computing, Networking …, 2020
112020
A multi GPU read alignment algorithm with model-based performance optimization
A Drozd, N Maruyama, S Matsuoka
International Conference on High Performance Computing for Computational …, 2012
92012
A multi GPU read alignment algorithm with model-based performance optimization
A Drozd, N Maruyama, S Matsuoka
International Conference on High Performance Computing for Computational …, 2012
92012
Large-scale distributed sorting for GPU-based heterogeneous supercomputers
H Shamoto, K Shirahata, A Drozd, H Sato, S Matsuoka
2014 IEEE International Conference on Big Data (Big Data), 510-518, 2014
82014
Python, performance, and natural language processing
A Drozd, A Gladkova, S Matsuoka
Proceedings of the 5th Workshop on Python for High-Performance and …, 2015
72015
Discovering aspectual classes of Russian verbs in untagged large corpora
A Drozd, A Gladkova, S Matsuoka
2015 IEEE international conference on data science and data intensive …, 2015
62015
MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
S Farrell, M Emani, J Balma, L Drescher, A Drozd, A Fink, G Fox, D Kanter, ...
2021 IEEE/ACM Workshop on Machine Learning in High Performance Computing …, 2021
52021
Predicting performance using collaborative filtering
S Salaria, A Drozd, A Podobas, S Matsuoka
2018 IEEE International Conference on Cluster Computing (CLUSTER), 504-514, 2018
42018
Critical mass in the emergence of collective intelligence: a parallelized simulation of swarms in noisy environments
A Drozd, O Witkowski, S Matsuoka, T Ikegami
Artificial Life and Robotics 21 (3), 317-323, 2016
42016
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Articles 1–20