Search Results for author: Eran Fainman

Found 2 papers, 0 papers with code

Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities

no code implementations23 Oct 2023 Fengjun Wang, Moran Beladev, Ofri Kleinfeld, Elina Frayerman, Tal Shachar, Eran Fainman, Karen Lastmann Assaraf, Sarai Mizrachi, Benjamin Wang

We propose Text to Topic (Text2Topic), which achieves high multi-label classification performance by employing a Bi-Encoder Transformer architecture that utilizes concatenation, subtraction, and multiplication of embeddings on both text and topic.

Decision Making Multi-Label Classification +3

Online Budgeted Learning for Classifier Induction

no code implementations13 Mar 2019 Eran Fainman, Bracha Shapira, Lior Rokach, Yisroel Mirsky

In online learning, the challenge is to find the optimum set of features to be acquired from each instance upon arrival from a data stream.

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