NeuroSummary

Thai text summarization and headline generation in NLP System course at Chulalongkorn University

Dataset

1.) thaigov-corpus (provided by pythainlp) using only directory index 1-24
2.) cmu-papers (our own scraping)

Name		Name	Last commit message	Last commit date
Latest commit History 43 Commits
config		config
decode		decode
model		model
preprocessed		preprocessed
services		services
templates		templates
.gitignore		.gitignore
Dockerfile		Dockerfile
Preprocess_Dataset.ipynb		Preprocess_Dataset.ipynb
Procfile		Procfile
Project_NLP_2_stack_v1_LSTM_encoder_decoder_with_Attention_without_Teacher_forcing.ipynb		Project_NLP_2_stack_v1_LSTM_encoder_decoder_with_Attention_without_Teacher_forcing.ipynb
Project_NLP_2_stack_v2_LSTM_encoder_decoder_with_Attention_without_Teacher_forcing.ipynb		Project_NLP_2_stack_v2_LSTM_encoder_decoder_with_Attention_without_Teacher_forcing.ipynb
Project_NLP_LSTM_encoder_decoder.ipynb		Project_NLP_LSTM_encoder_decoder.ipynb
Project_NLP_LSTM_encoder_decoder_with_Attention_with_Teacher_forcing.ipynb		Project_NLP_LSTM_encoder_decoder_with_Attention_with_Teacher_forcing.ipynb
Project_NLP_LSTM_encoder_decoder_with_Attention_without_Teacher_forcing.ipynb		Project_NLP_LSTM_encoder_decoder_with_Attention_without_Teacher_forcing.ipynb
README.md		README.md
SummaRunner.ipynb		SummaRunner.ipynb
TF-IDF.ipynb		TF-IDF.ipynb
app.py		app.py
docker-compose.yml		docker-compose.yml
headline_classification_task.ipynb		headline_classification_task.ipynb
headline_generation_sentence_embedding.ipynb		headline_generation_sentence_embedding.ipynb
headline_playground_preprocessing.ipynb		headline_playground_preprocessing.ipynb
headline_thaigov_generation.ipynb		headline_thaigov_generation.ipynb
requirements.txt		requirements.txt
tf2_seq2seq.ipynb		tf2_seq2seq.ipynb
tf2_seq2seq_multiplicative.ipynb		tf2_seq2seq_multiplicative.ipynb

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NeuroSummary

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