A5051808354- Topic Modeling
- Language, Metaphor, and Cognition
- Natural Language Processing Techniques
- Text and Document Classification Technologies
- E-commerce and Technology Innovations
- Data Stream Mining Techniques
- Advanced Text Analysis Techniques
- Sentiment Analysis and Opinion Mining
- Face and Expression Recognition
Hangzhou Dianzi University
2023-2024
Virginia Tech
2006
Dimensionality reduction is an essential data preprocessing technique for large-scale and streaming classification tasks. It can be used to improve both the efficiency effectiveness of classifiers. Traditional dimensionality approaches fall into two categories: feature extraction selection. Techniques in category are typically more effective than those selection category. However, they may break down when processing sets or streams due their high computational complexities. Similarly,...
Metaphor is a distinctive linguistic phenomenon, pervasive in real-life communication. The generation and comprehension of metaphors are intricately connected, making metaphor interpretation enduringly challenging tasks the field natural language processing. Existing methods for crafting metaphorical sentences often grapple with production expressions that innovatively align real-world examples. Additionally, generating interpretations from unlabeled presents inherent challenge domain...