Mrc2reader
A Korean Q&A system fine-tuned based on the xlm-roberta-large-squad2 model, demonstrating excellent performance in KorQuAD evaluations.
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Release Time : 3/2/2022
Model Overview
A reading comprehension model specifically designed for Korean Q&A tasks, capable of accurately answering questions based on given texts.
Model Features
Korean Optimization
Specially fine-tuned for Korean language characteristics, understanding Korean grammar and expression habits
High Accuracy
Achieved high scores of 87% EM and 92% F1 in KorQuAD evaluations
Transfer Learning
Fine-tuned based on the multilingual pre-trained model xlm-roberta-large-squad2
Model Capabilities
Korean Reading Comprehension
Question Answering
Text Understanding
Use Cases
Education
Korean Learning Assistance
Helps students understand Korean articles and answer questions
Improves Korean reading comprehension skills
Customer Service
Korean FAQ System
Automatically answers common questions from Korean customers
Enhances customer service efficiency
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