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Question Generation Model with KorQuAD


This model is a fine-tuend version of paust/pko-t5-base on the KorQuAD v1.0 Dataset.

Dataset

KorQuAD v1.0 Dataset (csv)
Train
Valid

Train

30% ํ™•๋ฅ ๋กœ input answer ๋Œ€์‹  '[MASK]'๋ฅผ ๋„ฃ์–ด ์งˆ๋ฌธ ๋ฌธ์žฅ์„ ์ƒ์„ฑํ•˜๋„๋ก ํ•™์Šตํ•œ๋‹ค.
๊ทธ ๊ฒฐ๊ณผ, input answer๊ฐ€ ์—†์„ ๋•Œ๋„ ์ ์ ˆํžˆ answer์„ ์ฐพ์•„ ์งˆ๋ฌธ์„ ์ƒ์„ฑํ•  ์ˆ˜ ์žˆ๋‹ค.

Question Generation without Input Answer

context = """ CONTEXT """
input_answer = '[MASK]'
        
generated = generate(best_model, input_answer, context)
        
show_result(generated)

References


Leaf-Question-Generation :https://github.com/KristiyanVachev/Leaf-Question-Generation
pko-t5-base : https://huggingface.co/paust/pko-t5-base
KorQuAD v1.0 : https://korquad.github.io/KorQuad%201.0/

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