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SImple SenTence EmbeddeR

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Bumps [numpy](https://github.com/numpy/numpy) from 1.19.0 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [urllib3](https://github.com/urllib3/urllib3) from 1.26.4 to 1.26.5. Release notes Sourced from urllib3's releases. 1.26.5 :warning: IMPORTANT: urllib3 v2.0 will drop support for Python 2: Read more in the v2.0 Roadmap Fixed...

dependencies

**Is your feature request related to a problem? Please describe.** Mean of token embeddings from BERT is known to perform better than embedding from BERT. But currently, BERT encoder returns...

good first issue

``` >>> bert_embedding = sister.BertEmbedding(lang="en") >>> sentence = "I am a dog." >>> vector = bert_embedding(sentence) AttributeError: 'NoneType' object has no attribute 'batch_encode_plus' ``` I'm not sure what the issue...

**Is your feature request related to a problem? Please describe.** Allow custom models for word embeddings, not only predefined models online. **Describe the solution you'd like** **Describe alternatives you've considered**...

**Is your feature request related to a problem? Please describe.** I'd like to propose the feature to support GloVe embedding. **Describe the solution you'd like** ```py import sister from sister.word_embedders...

**Describe the bug** Mac OS Catalina does not work well with 'urllib'. So use 'requests' instead. ref) https://stackoverflow.com/questions/57630314/ssl-certificate-verify-failed-error-with-python3-on-macos-10-15

**Is your feature request related to a problem? Please describe.** Support fine-tuning word vectors with downstream tasks. **Describe the solution you'd like** Load word embeddings on `torch.nn.Module`. **Additional context** ref:...