Too much in common: Shifting of embeddings in transformer language models and its implications D Biś, M Podkorytov, X Liu Proceedings of the 2021 conference of the North American chapter of the …, 2021 | 29 | 2021 |
Cognitivedb: An intelligent navigator for large-scale dark structured data M Gubanov, M Priya, M Podkorytov Proceedings of the 26th International Conference on World Wide Web Companion …, 2017 | 23 | 2017 |
How can the [mask] know? the sources and limitations of knowledge in bert M Podkorytov, D Biś, X Liu 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 20 | 2021 |
Hybrid. poly: An interactive large-scale in-memory analytical polystore M Podkorytov, D Soderman, M Gubanov 2017 IEEE International Conference on Data Mining Workshops (ICDMW), 43-50, 2017 | 16 | 2017 |
Hybrid. ai: A learning search engine for large-scale structured data S Soderman, A Kola, M Podkorytov, M Geyer, M Gubanov Companion Proceedings of the The Web Conference 2018, 1507-1514, 2018 | 14 | 2018 |
Hybrid. json: High-velocity parallel in-memory polystore json ingest S Ortiz, C Enbatan, M Podkorytov, D Soderman, M Gubanov 2017 IEEE International Conference on Big Data (Big Data), 4807-4809, 2017 | 13 | 2017 |
Hybrid. poly: A consolidated interactive analytical polystore system M Podkorytov, M Gubanov 2019 IEEE 35th International Conference on Data Engineering (ICDE), 1996-1999, 2019 | 8 | 2019 |
Hybrid. poly: Performance evaluation of linear algebra analytical extensions M Podkorytov, M Gubanov 2018 IEEE International Conference on Big Data (Big Data), 5430-5432, 2018 | 6 | 2018 |
Effects of architecture and training on embedding geometry and feature discriminability in bert M Podkorytov, D Biś, J Cai, K Amirizirtol, X Liu 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 4 | 2020 |
Stream-K++: Adaptive GPU GEMM Kernel Scheduling and Selection using Bloom Filters H Sadasivan, M Osama, M Podkorytov, C Huang, J Liu arXiv preprint arXiv:2408.11417, 2024 | | 2024 |
Intrinsic Properties and Biases of Deep Learning Models M Podkorytov The Florida State University, 2021 | | 2021 |
IntelliLIGHT: A Flashlight for Large-scale Dark Structured Data M Gubanov, M Priya, M Podkorytov | | |