hongwang600 · GitHub

Folders and files

Name		Name	Last commit message	Last commit date
ROUGE-1.5.5		ROUGE-1.5.5
README.md		README.md
attention.py		attention.py
classification_model.py		classification_model.py
config_eval.py		config_eval.py
config_pretrain.py		config_pretrain.py
config_summarize.py		config_summarize.py
data_loader.py		data_loader.py
eval.py		eval.py
linearModel.py		linearModel.py
model.py		model.py
rouge_score.py		rouge_score.py
run_eval.sh		run_eval.sh
run_pretrain.sh		run_pretrain.sh
run_summarization.sh		run_summarization.sh
sorter_model.py		sorter_model.py
summarize_model.py		summarize_model.py
train.py		train.py
train_summarizer.py		train_summarizer.py
utils.py		utils.py

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README

Code for our ACL 2019 paper:

Self-Supervised Learning for Contextualized Extractive Summarization

Paper link: https://arxiv.org/abs/1906.04466

Prepare data

Download data

Requirement

Install pyrouge

pretrain the model

sh run_pretrain.sh

fine-tune the model

sh run_summarization.sh

evaluate the model

copy the model under 'results/models' to 'results/model_to_evaluate.pt'

sh run_eval.sh

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