liaoshiyun / self-attention-classification

document classification using LSTM + self attention

document classification LSTM + self attention

Pytorch implementation of LSTM classification with self attention. See A STRUCTURED SELF-ATTENTIVE SENTENCE EMBEDDING

Some resutls -> my blog post

IMDB Experiments

training

python imdb_attn.py

visualize attention

python view_attn.py

results ./attn.html: label \t pred label \t sentence with attention(<span ....>)