Pylint for PEB8 style guide
How to use pylint
pylint is greate tool for error dectection and coding stanard.
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Distributed Representations of Words and Phrases and their Compositionality for Word2Vec investigation
Title of paper - Distributed Representations of Words and Phrases and their Compositionality
I think this paper, Distributed Representations of Words and Phrases and their Compositionality (Mikolov et al. NIPS 2013), is the best to understand why the addition of two vectors works well to meaningfully infer the relation between two words.
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Centroid-based Text Summarization through Compositionality of Word Embeddings
Title of paper - Centroid-based Text Summarization through Compositionality of Word Embeddings
This paper,Centroid-based Text Summarization through Compositionality of Word Embeddings (Rossiello et al., MultiLing-WS 2017), is about text summarization based on cetroid, and then they experiment multi-documents and a multi-lingual sigle document.
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The Distributional Hypothesis for Word2Vec investigation
Title of paper - The Distributional Hypothesis
After reading this paper,The Distributional Hypothesis (MagnusSahlgren., 2008), the discributional hypothesis mean you can estimate the meaning of word from distribution of words in context.
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What kind of Linux command is useful?
During researching natural lanuage with Ubuntu, organizing Linux command that I have used.
I dealt with some command of linux, and then I organized the command I have used once on another blog of mine
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