Refining GPT-3 Embeddings with a Siamese Structure for Technical Post Duplicate Detection

1 code implementation • 22 Dec 2023 • Xingfang Wu, Heng Li, Nobukazu Yoshioka, Hironori Washizaki, Foutse khomh

When applied to the dataset we constructed with a recent Stack Overflow dump, our approach attains a Top-1, Top-5, and Top-30 accuracy of 23. 1%, 43. 9%, and 68. 9%, respectively.

Design by Contract Framework for Quantum Software

no code implementations • 31 Mar 2023 • Masaomi Yamaguchi, Nobukazu Yoshioka

To this end, we propose a design-by-contract framework for quantum software.

Preliminary Systematic Literature Review of Machine Learning System Development Process

no code implementations • 12 Oct 2019 • Yasuhiro Watanabe, Hironori Washizaki, Kazunori Sakamoto, Daisuke Saito, Kiyoshi Honda, Naohiko Tsuda, Yoshiaki Fukazawa, Nobukazu Yoshioka

Previous machine learning (ML) system development research suggests that emerging software quality attributes are a concern due to the probabilistic behavior of ML systems.

BIG-bench Machine Learning