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Bert Multi English German Squad2

Developed by deutsche-telekom
A bilingual (English + German) QA model fine-tuned on the bert-base-multilingual-cased model, supporting SQuAD2.0 and deQuAD2.0 datasets
Downloads 244
Release Time : 3/2/2022

Model Overview

This model is specifically optimized for English and German QA tasks, trained by merging SQuAD2.0 and its German translation version deQuAD2.0, suitable for bilingual QA scenarios.

Model Features

Bilingual Support
Supports QA tasks in both English and German
Professionally Translated Data
German dataset deQuAD2.0 has undergone professional editing, proofreading, and double verification
High Performance
Achieves an F1 score of 92.84 on the English SQuAD2.0 test set and 77.20 on the German deQuAD2.0 test set

Model Capabilities

English QA
German QA
Cross-language Understanding
Text Comprehension

Use Cases

Education
Bilingual Learning Assistance
Helps students learning English or German understand text content
Customer Service
Multilingual FAQ System
Builds an automated QA system supporting both English and German
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