Skip to content

raphael-sch/SumVAE

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

3 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Paper with more information: "Unsupervised Abstractive Sentence Summarization using Length Controlled Variational Autoencoder" https://arxiv.org/abs/1809.05233

run training

python train_vae.py TRAIN_FILE data/train/train_example.txt -DEV_DIR data/test/example -VOCAB_FILE data/train/vocab.txt -OUTPUT_DIR outputs/example1 -CONFIG configs/example.yaml

evaluates model

python summarize.py outputs/example1/ data/test/example -output_len 18 -batch_size 16

sample new sentence

python sampling.py outputs/example1/ sample -output_len 18

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages