Deberta Base Combined Squad1 Aqa Newsqa And Newsqa
This model is a question-answering model based on the DeBERTa architecture, fine-tuned on the SQuAD1, AQA, and NewsQA datasets.
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Release Time : 5/29/2022
Model Overview
A DeBERTa base model for question-answering tasks, jointly fine-tuned on multiple QA datasets.
Model Features
Multi-dataset Joint Training
Fine-tuned on three QA datasets: SQuAD1, AQA, and NewsQA
DeBERTa Architecture
Utilizes an improved BERT architecture with better contextual understanding capabilities
Efficient Fine-tuning
Achieves good results with just 2 training epochs
Model Capabilities
Reading Comprehension
Question Answering
Text Understanding
Use Cases
Education
Automated Answering System
Used to build automated question-answering systems in the education field
Information Retrieval
Intelligent Search
Enhances search engines' question understanding capabilities
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