7AM7 / Arabic-Poems-Generation

Generating Arabic poetry using different Deep Learning approaches such as (Bert, RNN, Multitasking model)

Arabic-Poems-Generation

Generating Arabic poetry using different Deep Learning approaches such as (Bert, RNN, Multitasking model)

Scraping

Refer to scraping/usage.md for further instructions on how to run the scraping scripts.

Dataset

• Aldiwan-dataset that contains 70K poem for over 650 poet from 19 different countries and 9 different eras, scrapped entirly from aldiwan.

Resources

Training

• LSTM with Joint learning of poetic language, meter and rhyme

Fine-tuning

• AraBert
• ArabicBert
• Gpt-2-small-arabic