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Found 2 essays matching the above criteria.

1. 1. Trade-offs between Quality and Efficiency in Multilingual Dense Retrieval

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Emma Schüldt; [2022]
   Keywords : Dense retrieval; Binary Retrieval; Semantic search; ColBERT; Multilingual; MSMarco; Tät informationssökning; Binär informationssökning; Semantisk sökning; ColBERT; Flerspråkig; MS Marco;

   Abstract : As the amount of content online grows, information retrieval becomes increasingly crucial. Traditional information retrieval does not take the text order into account and is also dependent on exact text matching between the query and the document. READ MORE

3. 2. Efficient learning on high-dimensional operational data

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Hongyi Zhang; [2019]
   Keywords : Data-driven engineering; Machine learning; Dimensionality reduction; Data-driven teknik; Maskininlärning; Dimensionalitet minskning;

   Abstract : In a networked system, operational data collected by sensors or extracted from system logs can be used for target performance prediction, anomaly detection, etc. However, the number of metrics collected from a networked system is very large and usually can reach about 106 for a medium-sized system. READ MORE