GENERATE TITLE FROM KEYWORDS

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1. Install libraries

Before installing libraries, ensure that conda installed

• Create environment with conda

conda create -n keyword2title python=3.8

• k2t (stand for keyword to title) is name of environment

• python=3.8 to define python version is using

• Activate environment:

conda activate k2t

• cd to app:

cd /path/to/app

• Install libraries

pip install -r requirements.txt

2. Run application

We provide 2 models that is T5 and BART to generate title from keywords. Before running application you have to download them at here:

• BART
• T5

Then, you need to unzip and place 2 models in models folder. For example:

• models
  • checkpoint-7048
  • checkpoint-2024

2.1 To run BART model:

sh run_1.sh

After running success, You call API from below URL: http://localhost:8098/generate_title_from_kw_v1?spans=keywords

• keywords are list of words separated by comma
• For example: You can generate title from 'woman, man, love'

http://localhost:8098/generate_title_from_kw_v1?spans=woman, man, love

2.2. To run T5 model

sh run_2.sh

After running success, You call API from below URL:

http://localhost:8098/generate_title_from_kw_v2?spans=keywords

• keywords are list of words separated by comma
• For example: You can generate title from 'woman, man, love'

http://localhost:8098/generate_title_from_kw_v1?spans=woman, man, love