Takumi MARUYAMA's repositories
pytorch-seq2seq
An Implementation of Encoder-Decoder model with global attention mechanism.
pytorch-translm
An implementation of transformer-based language model for sentence rewriting tasks such as summarization, simplification, and grammatical error correction.
use-cases-of-bert
Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).
data-augmentation-for-nlp
An implementation of data augmentation methods for natural language processing tasks.
pytorch-xlm
An implementation of cross-lingual language model pre-training (XLM).
use-cases-of-universal-sentence-encoder
Use-cases of Google's Universal Sentence Encoder (e.g. sentence similarity, unsupervised extractive summarization).
bilstm-crf
Implementation of BiLSTM-CRF with allennlp
jawikinews-headline-dataset
A parallel corpus of article-headline pairs obtained from Japanese Wikinews.
bert-regressor
Implementation of BERT for sequence classification with Hugging face's transformers.
my-kaggle-project
Kaggle用開発環境や実験管理リポジトリをコマンド一つで構築できる、プロジェクト雛形。
pytorch-transformer
An implementation of Transformer.