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data-augmentation-for-nlp Public
An implementation of data augmentation methods for natural language processing tasks.
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pytorch-xlm Public
An implementation of cross-lingual language model pre-training (XLM).
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pytorch-translm Public
An implementation of transformer-based language model for sentence rewriting tasks such as summarization, simplification, and grammatical error correction.
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bert-regressor Public
Implementation of BERT for sequence classification with Hugging face's transformers.
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bilstm-crf Public
Implementation of BiLSTM-CRF with allennlp
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survey Public archive
Survey on machine learning.
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use-cases-of-bert Public
Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).
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Use-cases of Google's Universal Sentence Encoder (e.g. sentence similarity, unsupervised extractive summarization).
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jawikinews-headline-dataset Public
A parallel corpus of article-headline pairs obtained from Japanese Wikinews.
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pytorch-seq2seq Public
An Implementation of Encoder-Decoder model with global attention mechanism.
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