Скачать или смотреть What Are Strategies For Handling Numbers In NLP Preprocessing?

Delve into the crucial techniques for effectively managing numerical data within your Natural Language Processing workflows. This video explores essential strategies to preprocess numbers, ensuring your NLP models perform optimally.

Discover key insights into numerical preprocessing for NLP:
► Learn why numerical data presents unique challenges in text processing and how to approach them systematically.
► Explore common strategies such as number tokenization, normalization, and replacement with special tokens or word embeddings.
► Understand the trade-offs between preserving numerical precision and simplifying data for model consumption.
► Gain practical knowledge on techniques to prevent numerical values from negatively impacting model generalization and performance.


#NLPNumerics, #DataPreprocessing, #MachineLearning, #AIExplained, #NLPStrategies