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Mrc2reader

Developed by Dongjae
A Korean Q&A system fine-tuned based on the xlm-roberta-large-squad2 model, demonstrating excellent performance in KorQuAD evaluations.
Downloads 22
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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