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PyTorch implementation of "Mimicking Word Embeddings Using Subword RNN"

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Introduction

PyTorch implementation of Mimicking Word Embeddings using Subword RNNs (EMNLP 2017). model schematics

The original repo of the model is implemented in dynet, so I reimplemented the model using PyTorch.

Usage

python main.py [arguments]

Arguments

-h, --help        Help infomation
--char_embed      Embedding size of characters
--embedding       File path of original word embedding

Experiment Result

Dataset Vocabulary Test Cosine Sim
GloVe.6B.300 400K 0.322

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PyTorch implementation of "Mimicking Word Embeddings Using Subword RNN"

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