V

Vi Mrc Base

Developed by nguyenvulebinh
Vietnamese QA system based on XLM-RoBERTa, supports English, fine-tuned on datasets like SQuAD
Downloads 22
Release Time : 3/2/2022

Model Overview

Extractive QA model specifically designed for Vietnamese, using XLM-RoBERTa architecture with optimized word representation through feature summation strategy

Model Features

Multilingual Support
Supports both Vietnamese and English QA tasks
Feature Summation Strategy
Innovative subword representation recombination technique to enhance full-word representation quality
Mixed Dataset Training
Trained on multilingual QA datasets including SQuAD and UIT-ViQuAD

Model Capabilities

Vietnamese text understanding
English text understanding
Contextual question answering
Answer position prediction

Use Cases

Intelligent Customer Service
Vietnamese FAQ System
Automatically answers common user questions about products and services
Achieves EM score exceeding 76% accuracy
Educational Assistance
Learning Material QA
Automatically generates Q&A based on textbook content
Achieves F1 score above 84%
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