Author

Yue Shen

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Review Open access 2026

CogDeBias: An LLM-Based Multilingual Framework for Cognitive Bias Detection and Mitigation in Corporate Decision-Making Texts

Cognitive biases embedded in corporate strategic communications pose significant risks to investment decisions and governance quality, yet existing detection approaches rely on manual analysis that lacks scalability. This study presents CogDeBias, a multilingual framework integrating large language models (LLMs) and ma...

Yutong Shen, Wang Yang, Yue Shen · IEEE Access · 0 citations

Open access Aug 2026

A Remaining Useful Life Prediction Method for Aero-Engines Based on Degradation-Aware Masked Augmentation and a CNN–Transformer Hybrid Network

This study proposes a degradation-aware dynamic masking augmentation method combined with a multiscale CNN–Transformer network to address non-stationary monitoring data, limited informative degradation samples, and the difficulty of jointly modeling local degradation patterns and temporal dependencies.

Xu-Dong Song, Guo-Hua Wu, Meng-Dan Wang et al. · Machines · 0 citations