Word embedding
Method in natural language processing
📊 Rating
1 news mentions · 👍 0 likes · 👎 0 dislikes
📌 Topics
- Cybersecurity (1)
- Artificial Intelligence (1)
- Data Privacy (1)
🏷️ Keywords
Text embeddings (1) · SPARSE framework (1) · Embedding inversion (1) · Differential privacy (1) · NLP security (1) · Machine learning (1)
📖 Key Information
In natural language processing, a word embedding is a representation of a word. The embedding is used in text analysis. Typically, the representation is a real-valued vector that encodes the meaning of the word in such a way that the words that are closer in the vector space are expected to be similar in meaning.
📰 Related News (1)
-
🇺🇸 Concept-Aware Privacy Mechanisms for Defending Embedding Inversion Attacks
arXiv:2602.07090v1 Announce Type: cross Abstract: Text embeddings enable numerous NLP applications but face severe privacy risks from embedding inver...
🔗 Entity Intersection Graph
People and organizations frequently mentioned alongside Word embedding:
- 🌐 Differential privacy (1 shared articles)