Concept-based searching using LSI has been applied to the eDiscovery process by leading providers as early as 2003. LSI automatically adapts to new and changing terminology, and has been shown to be very tolerant of noise (i.e., misspelled words, typographical errors, unreadable characters, etc.). This is especially important for applications using text derived from Optical Character Recognition and speech-to-text conversion. What is Natural Processing Language, Applications, and Challenges? – Analytics Insight What is Natural Processing Language, Applications, and Challenges?. Posted: Sun, 29 Jan 2023 08:00:00 GMT [source] However, they continue to be relevant for contexts in which statistical interpretability and transparency is required. The learning procedures used during machine learning automatically focus on the most common cases, whereas when writing…