3 papers
cs.RO2025
MEMBOT: Memory-Based Robot in Intermittent POMDP
Youzhi Liang, Eyan Noronha
Robotic systems deployed in real-world environments often operate under conditions of partial and often intermittent observability, where sensor inputs may be noisy, occluded, or e…
cs.CL2024
BPDec: Unveiling the Potential of Masked Language Modeling Decoder in BERT pretraining
Wen Liang, Youzhi Liang
BERT (Bidirectional Encoder Representations from Transformers) has revolutionized the field of natural language processing through its exceptional performance on numerous tasks. Ye…
cs.AI2024
A Review of Hybrid and Ensemble in Deep Learning for Natural Language Processing
Jianguo Jia, Wen Liang, Youzhi Liang
This review presents a comprehensive exploration of hybrid and ensemble deep learning models within Natural Language Processing (NLP), shedding light on their transformative potent…