Sentiment Analysis
AI Infrastructure
An unsupervised text tokenizer that learns to break text into subword units. It treats the input as a sequence of Unicode characters and requires no pre-tokenization.
Detailed Explanation
SentencePiece is an unsupervised text tokenization tool designed for AI models, particularly in natural language processing. It automatically learns to segment raw text into subword units without pre-tokenization, processing input as Unicode characters. This approach enhances model flexibility, vocabulary efficiency, and language handling, making it ideal for training robust language models across diverse languages and scripts.
Use Cases
- •Use case: Improve multilingual NLP model performance by efficiently tokenizing diverse scripts without pre-processing.
Related Terms
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