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Michal Stefanik's Projects

awir icon awir

Attention-weighted Information Retrieval system

gensim_lda icon gensim_lda

LDA visualization of scientific papers referencing gensim

mammoth icon mammoth

MAMMOTH: MAssively Multilingual Modular Open Translation @ Helsinki

mini-is icon mini-is

Automatically exported from code.google.com/p/mini-is

multimodal_learning icon multimodal_learning

Preprocess Flickr dataset using important words extractor, pre-trained convolutional neural network and pre-trained Word2Vec to obtain corresponding representations. Project those representation into common space with different methods. Classify data into categories (one neural net and at least two other learning algorithms) and compare.

search-x icon search-x

Extension of Calcformers for training to use search engine.

word2bits icon word2bits

Quantized word vectors that take 8x-16x less space than regular word vectors

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