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Python 3.6.9
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Java 1.8
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Neo4j 3.5.14
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Cài đặt các thư viện pip:
pip install -r requirements.txt- Download tokenizer:
python
import nltk
nltk.download('punkt')
exit()- Clone OpenNRE từ github:
git clone https://github.com/thunlp/OpenNRE.git --depth 1
- Copy file sentence_re.py vào OpenNRE/opennre/framework/:
cp sentence_re.py OpenNRE/opennre/framework/sentence_re.py- Download Pretrained file:
cd pretrain
bash download_bert.sh
cd ..
mkdir ckpt
cd ckpt
wget -c https://www.dropbox.com/s/7f70dy2vatmmly4/tacred_bert_softmax.pth.tar
cd ..- Download and upzip Stanfordcore:
wget -c http://nlp.stanford.edu/software/stanford-corenlp-full-2018-02-27.zip
upzip stanford-corenlp-full-2018-02-27.zip
rm stanford-corenlp-full-2018-02-27.zip
mv stanford-corenlp-full-2018-02-27 stanford-corenlp
- Chạy neo4f service:
sudo service neo4j start- Chạy service trích xuất các triple:
python server.py --port 12345- Sử dụng GET request đến server để lấy kết quả trích xuất:
localhost:12345?content=Mr. Scheider played the police chief of a resort town menaced by a shark.
- Chạy dữ liệu DBpedia:
python run_dbpedia.py- Chạy dữ liệu Wikipedia:
python run_wiki.py- Chạy Demo bằng Jupyter file demo.ipynb