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Banglat5

Developed by csebuetnlp
BanglaT5 is a Bengali sequence-to-sequence transformer model pre-trained with Span Corruption objectives, achieving state-of-the-art performance in multiple Bengali natural language generation tasks.
Downloads 1,102
Release Time : 5/23/2022

Model Overview

This is a sequence-to-sequence transformer model specifically optimized for Bengali, applicable to various natural language generation tasks through pre-training and fine-tuning.

Model Features

Bengali optimization
Specifically pre-trained and optimized for Bengali, excelling in multiple tasks
Multi-task adaptability
Can be fine-tuned for various natural language generation tasks
Integrated text normalization
Built-in text normalization process ensures optimal input text processing

Model Capabilities

Machine translation
Text summarization
Question answering
Dialogue generation
News headline generation
Cross-lingual summarization

Use Cases

Text generation
Bengali news summarization
Automatically generate concise summaries from Bengali news articles
ROUGE-2 score 13.7
English-Bengali machine translation
Bidirectional translation between English and Bengali
SacreBLEU score 38.8/25.2
Question answering
Bengali question answering
Answer Bengali questions based on given text
EM/F1 score 68.5/74.8
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