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I am coding my first NES game in assembly using the NES 2.0 headers (*.s files) and I was following along Inkbox's beginner tutorial. I was happily frying my brain, and the code ran. It showed the b…
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Since you already found that the scientific language is less expressive, I wonder whether it would be useful to have word vectors for scientific manuscripts (e.g. https://github.com/olivettigroup/mate…
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I have torchtext 0.1.1 , python 2.7
but function "load_word_vectors" would not download the correct zip file (the 2.18GB one)
when it starts downloading
"glove.840B.300d: 8.19kB [00:00, 9.51kB/s]…
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Currently the `-w` option allows specifying a word embedding file in text. However, these files may be quite large and are often saved in `.gz` format, for example. When given a compressed word embedd…
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How do I obtain the glove vectors in the right format? I downloaded the pretrained vectors from https://nlp.stanford.edu/projects/glove/ but it's not clear how to convert them to the expected format.
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Hello!
I'm using your code to teach about word vectors at http://itp.nyu.edu and make some examples with http://p5js.org. Just curious about the original 1.6 GB bin file you downloaded with word ve…
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Do you know how to extract plain text versions of the learned word vectors that could be using in other applications?
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I want to use this on bunch of word vectors and find the similar ones.
Should I firs index all of the vectors, and query each one again to find the bucket number?
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## 一言でいうと
単語分散表現をビット化してサイズを減らす試み。CBOWをベースに、量子化関数をかませ必要なサイズを減らしている。単語類似度と質問回答タスクで精度が向上したが、アナロジー(単語間の演算のようなタスク)では精度が低下。通常のWord2Vecが過学習気味になるのに対し、正則化効果が見られたとのこと。
### 論文リンク
https://arxiv.org/abs/1…