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Št. zadetkov: 2
Knowledge graph-based document embedding enrichment
Boshko Koloski, Marko Robnik Šikonja, Blaž Škrlj
Diplomsko delo
Oznake: knowledge graphs;word embedding;knowledge graph embedding;natural language processing;computer and information science;diploma thesis;
Structured and unstructured textual data requires efficient representation for computation and manipulation. Many different methods have been developed to represent text in numerical form. Some of these methods are based only on statistical metrics, and some introduce the concept of word context. St ...
Leto: 2020 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Measuring catastrophic forgetting in cross-lingual classification
Boshko Koloski, Blaž Škrlj, Marko Robnik Šikonja, Senja Pollak
Izvirni znanstveni članek
Oznake: medjezikovno učenje;medjezikovni prenos;cross-lingual transfer;cross-lingual learning;catastrophic-forgetting;document classification;
Cross-lingual transfer leverages knowledge from a resource-rich source language, commonly English, to enhance performance in less-resourced target languages. Two widely used strategies are: Cross-Lingual Validation (CLV), which involves training on the source language and validating on the target la ...
Leto: 2025 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Št. zadetkov: 2
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