One Stone, Four Birds: A Comprehensive Solution for QA System Using Supervised Contrastive Learning

This paper presents a novel and comprehensive solution to enhance both the robustness and efficiency of question answering (QA) systems through supervised contrastive learning (SCL). Training a high-performance QA system has become straightforward with pre-trained language models, requiring only a s...

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Bibliographic Details
Main Authors: Bo Wang, Tsunenori Mine
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10697119/