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# How to Cluster Documents Using Word2Vec and K-means
Learn how to cluster documents using Word2Vec. In this tutorial, you'll train a Word2Vec model, generate word embeddings, and use K-means to crea…
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**Describe the bug**
https://github.com/NVIDIA/Megatron-LM/blob/01ca03f11e89f4f85682dcac647c2b913b25fcee/examples/run_simple_mcore_train_loop.py#L118
When I moditied `tensor_model_parallel_size` in `r…
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## 一言でいうと
cw2vecは新しい単語分散表現方法。漢字は英語ワードと違う、漢字の形自体は情報がふくまれている。word2vec, gloveなどの手法は漢字の笔画（漢字を構成する点や線）を考えしていない。cw2vecは漢字を字画で表示し、n-gramの情報を学習する。cw2vecは今までの手法より、漢字の形態と構造情報（word morphological information）をより…
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Traceback (most recent call last):
File "inference.py", line 3, in
from preprocess_data import preprocess_batch
File "/data/jquan/codes/paraphraser-master/paraphraser/preprocess_data.py", …
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`# Use BERT for mapping tokens to embeddings#
word_embedding_model = models.BERT('/home/lbc/chinese_wwm_ext_pytorch')
pooling_model = models.Pooling(word_embedding_model.get_word_embedding_dimensi…
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For direct word embedding the output made sense
```
# natural language modeling embeddings
get_similar_words("horrible", word_embeddings)
# horrible terrible awful bad acting
# …
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Hello everyone, I am currently working on my undergraduate thesis on matching job descriptions to resumes based on the contents of both. Recently, I came across the following statement by Schmitt et a…
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在使用以下代码加载[搜狗新闻Word + Character + Ngram 300d](https://pan.baidu.com/s/1svFOwFBKnnlsqrF1t99Lnw)，名为sgns.sogounews.bigram-char的文件时，发生错误：
```python
with open(WORD2VEC_PATH, encoding='utf-8') as f:
f…
lxysl updated
2 years ago
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### Your current environment
```text
The output of `python collect_env.py`
```
### 🐛 Describe the bug
It is text of error:
Special tokens have been added in the vocabulary, make sure the ass…