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Xlm Roberta Qa Chaii

Developed by gokulkarthik
A multilingual Q&A model based on XLM-Roberta pre-training, supporting English, Tamil, and Hindi, optimized for Indian language Q&A scenarios
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Release Time : 3/2/2022

Model Overview

This model is a Q&A system based on the XLM-Roberta architecture, pre-trained on the English SQUAD dataset and fine-tuned using the Indian language Q&A dataset (chaii), specifically designed for handling Q&A tasks in English, Tamil, and Hindi.

Model Features

Multilingual Support
Optimized specifically for India's multilingual environment, supporting Q&A in three languages: English, Tamil, and Hindi
Two-stage Training
Intermediate pre-training on the English SQUAD dataset followed by fine-tuning using the Indian language dataset (chaii) to ensure multilingual performance
Based on XLM-RoBERTa
Leverages the powerful XLM-RoBERTa pre-trained model as its foundation, with excellent cross-lingual understanding capabilities

Model Capabilities

English Q&A
Tamil Q&A
Hindi Q&A
Cross-lingual Understanding

Use Cases

Education
Multilingual Learning Assistant
Helps students acquire knowledge in their native language (Tamil/Hindi) or English
Improves learning efficiency for non-native English speakers
Customer Service
Multilingual Customer Support Bot
Provides automated Q&A services for India's multilingual users
Reduces language barriers and improves customer satisfaction
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