LOVA Back-end Server

Hanyang Univ. 2019 Capstone Team LOVA.

1. Functions

1.1. Logical Validation

Logical Validation is Essay scoring API. It used a 'get method'. essay_id is object id of input Essay stored in MongoDB.

1.1.1 usage

• https://{URL}:{port}/lv/{essayID}
• use python 3.6 environment

1.2. Quote Extraction

'Quote Extraction API' can extract quotation in essay. It used a 'get method'. essay_id is object id of input Essay stored in MongoDB.

1.2.1 usage

• https://{URL}:{port}/ec/{essayID}
• use python 3.6 environment

1.3. Truth Judgement

'Truth Judgment API' is an API designed to determine the authenticity of a sentence. Extract keywords from sentences and compare them with documents from web crawling to provide help in determining authenticity.

1.3.1 usage

• https://{URL}:{port}/tv
• use python 2.7 environment

---

2. python env

we use python 3 for Logical Validation and Quote Extraction, and python 2 for Truth Judgement

1. python 3.6.1 >=
   • conda install allennlp -c pytorch -c allennlp -c conda-forge
   • pip install --ignore-install --upgrade tensorflow-gpu
   • pip install tensorflow-hub
   • pip install nltk
   • conda install -c anaconda pymongo
   • pip install gensim
2. python 2.7
   • pip install nltk
   • pip install rake-nltk
   • pip install enum
   • pip install vocabulary
   • pip install BeautifulSoup4
   • pip install pdfminer
   • pip install tensorflow
   • pip install gensim
   • pip install word2vec