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## 一言でいうと
FastTextの論文。現在の単語表現を獲得するモデルの多くは単語の形態素を無視している。この論文ではこれら形態素を考慮するために各単語を文字ngramで表現し、それらのベクトル表現を学習している。その評価は単語類似度とアナロジータスクで行った。
### 論文リンク
https://arxiv.org/pdf/1607.04606v1.pdf
### 著者/所属…
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Dear all
I was advised to use fastText to handle gender detection from giving first name.
I have more than 800k labeled name with male and female label.
Wht is the best confirmation i can do.…
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I don't know the exact date when the [`lid.176.bin`](https://dl.fbaipublicfiles.com/fasttext/supervised-models/lid.176.bin) was released, but according to the web archive (https://web.archive.org/web/…
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I am trying to run the demo file available with InferSent on Google Colab but while doing so, in particular, the line `model.load_state_dict(torch.load(MODEL_PATH))`, I get the following error
> In…
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I have implemented a python class supporting sckit learn's interfaces to train my predictor using sckit learn's grid search.
However, after running some time it throws this:
File "/home/rodrigo/…
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As for the recent paper "Learning Word Vectors for 157 Languages", the model CBOW is used with position dependent weights. Using that the new pre-trained model were produced.
Is it possible to train …
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# Misspelling Oblivious Word Embedding
スペルミスに耐性のある単語分散表現。スペルミス単語とそれに対応する正しい単語のベクトルが近づけるような項をFastTextの損失関数に導入する。内的評価(word similarity, word analogy, neighborhood similarity)・外的評価(POS tagging)の両方で、提案手法(…
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This is a proof of concept, and help in extending it to other kinds of chat sources would be helpful. If someone can make a PR, I would be more than happy to accept it!
Essentially, you would need …
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#### Problem description
It seems that the `get_latest_training_loss` function in `fasttext` returns only 0. Both gensim **4.1.0** and **4.0.0** do not work.
```
from gensim.models.callback…
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File "", line 1, in
runfile('D:/PhD/Literature/NeuroNER-master/src/main.py', wdir='D:/PhD/Literature/NeuroNER-master/src')
File "C:\ProgramData\Anaconda3\lib\site-packages\spyder_kernel…