2 citations · 4 across the 4 of their papers we have counts for
4 papers
Similarity-based Memory Enhanced Joint Entity and Relation Extraction
Witold Kosciukiewicz, Mateusz Wojcik, Tomasz Kajdanowicz +1
Document-level joint entity and relation extraction is a challenging information extraction problem that requires a unified approach where a single neural network performs four sub…
Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks
Mateusz Baran, Joanna Baran, Mateusz Wójcik +2
State-of-the-art models can perform well in controlled environments, but they often struggle when presented with out-of-distribution (OOD) examples, making OOD detection a critical…
Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform
Mateusz Wójcik, Witold Kościukiewicz, Mateusz Baran +2
Production deployments in complex systems require ML architectures to be highly efficient and usable against multiple tasks. Particularly demanding are classification problems in w…
Subspace Restricted Boltzmann Machine
Jakub M. Tomczak, Adam Gonczarek
The subspace Restricted Boltzmann Machine (subspaceRBM) is a third-order Boltzmann machine where multiplicative interactions are between one visible and two hidden units. There are…