Semanlink - Information theory AND Language

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Andrej Karpathy - Arxiv Doc - Cross-Entropy - DL: why does it work? - Facebook FAIR - Information bottleneck method - Information theory AND Deep Learning - Language - Minimum Description Length Principle - Naftali Tishby - Occam's razor - Overfitting/Generalization - Softmax - Transformers -

Information theory AND Language

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6 Documents

Information Bottleneck for NLP (parsing & summarization)

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2020-06-29 About

[1910.00163] Specializing Word Embeddings (for Parsing) by Information Bottleneck

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2020-06-29 About

Softmax classifier (CS231n Convolutional Neural Networks for Visual Recognition)

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2020-06-04 About

[1802.07044] The Description Length of Deep Learning Models

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2019-10-11 About

Evolution of Representations in the Transformer (2019)

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2019-09-16 About

Efficient compression in color naming and its evolution

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2019-08-15 About