Degen Huang

Optical packet header identification utilizing an all-optical feedback chaotic reservoir computing

2016 · Modern Physics Letters B

In this paper, an all-optical reservoir computing (RC) setup is proposed for identifying the types of optical packet headers in optical packet switching (OPS) network. The numerical simulation identification results of 3 bits and 32 …

Research on attention memory networks as a model for learning natural language inference

2016

Natural Language Inference (NLI) is a fundamentally important task in natural language processing that has many applications. It is concerned with classifying the logical relation between two sentences. In this paper, we propose attention memory …

The analysis and recognition of Chinese temporal expressions based on a mixtured model using statistics and rules

2017 · International Journal of Computational Science and Engineering

As the first step of temporal information understanding, the results of temporal expressions recognition will directly affect further usage of temporal information. For Chinese language, there are many distinct characters both in word morphology and …

CoRe-KD: Contrastive Multi-Teacher and Retention-Aware Knowledge Distillation for Continual Multilingual Neural Machine Translation

2025 · Data Intelligence

A longstanding objective of multilingual neural machine translation (MNMT) is to expand models to acquire new knowledge from incremental translation tasks over time. Existing methods predominantly concentrate on mitigating catastrophic forgetting by compromising between original …