2 papers
cs.CL2025
Structured Memory Mechanisms for Stable Context Representation in Large Language Models
Yue Xing, Tao Yang, Yijiashun Qi +3
This paper addresses the limitations of large language models in understanding long-term context. It proposes a model architecture equipped with a long-term memory mechanism to imp…
cs.LG2025
A Deep Learning Framework for Sequence Mining with Bidirectional LSTM and Multi-Scale Attention
Tao Yang, Yu Cheng, Yaokun Ren +3
This paper addresses the challenges of mining latent patterns and modeling contextual dependencies in complex sequence data. A sequence pattern mining algorithm is proposed by inte…