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…
Electoral Agitation Data Set: The Use Case of the Polish Election
Mateusz Baran, Mateusz Wójcik, Piotr Kolebski +4
The popularity of social media makes politicians use it for political advertisement. Therefore, social media is full of electoral agitation (electioneering), especially during the…
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…