What is the difference between stemming and lemmatization?

[fa icon="calendar'] Apr 5, 2021 4:35:03 PM / by Bitext posted in Machine Learning, NLP, Bitext, Natural Language, Text Analytics, Artificial Intelligence, Deep Learning, Chatbots, Stemming, AI, Multilanguage, Lemmatization, NLP for Core, NLP for Chatbots, Conversational AI

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Stemming and lemmatization are methods used by search engines and chatbots to analyze the meaning behind a word. Stemming uses the stem of the word while lemmatization, the context in which the word is being used. We'll later go into more detailed explanations and examples.  

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Linguistic Resources in +100 Languages & Variants

[fa icon="calendar'] Feb 11, 2020 2:55:24 PM / by Bitext posted in API, Machine Learning, NLP, Big Data, Bitext, Deep Linguistic Analysis, Natural Language, Text Analytics, Artificial Intelligence, Deep Learning, NLG, Stemming, NLU, AI, Multilanguage, Language Identification, Decompounding, Lemmatization, NLP for Core, Finance, Banking

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All Machine Learning (ML) engines that work with text can benefit from a solid linguistic background. If they are working in a multilingual environment, the need of a good lexicon (with forms, lemmas and attributes) is overwhelming. Even so, basic features such as Word Embeddings hugely improve when enriched with linguistic knowledge, and if this is not usually applied, is because of a lack of linguists working for ML companies.

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Bitext presents... its new API platform video!

[fa icon="calendar'] Jun 19, 2019 5:00:00 PM / by Bitext posted in API, Machine Learning, NLP, Semantic Analysis, Sentiment Analysis, Big Data, Bitext, Deep Linguistic Analysis, Natural Language, Text Analytics, Text Categorization, Artificial Intelligence, Deep Learning, Chatbots, Phrase Extraction, NLG, Stemming, NLU, Query Rewriting, POS tagging, RASA, Segmentation, AI, Multilanguage, Language Identification, Entity extraction, Anonymization, Decompounding, Lemmatization, NLP for Core, NLP for Chatbots, NLP for CX

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Our NLP API platform is the most comprehensive and accurate (more than 90% accuracy) in the text analysis market. You can find a wide variety of multilingual NLP tools and solutions that will help you create the best customer experience for your business. Watch our new video now and sign up!

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Decompounding German, Korean and More: a 'Gesamt + Kunst + Werk'

[fa icon="calendar'] Feb 8, 2019 11:25:19 AM / by Bitext posted in API, NLP, Text Analytics, Decompounding, Lemmatization, NLP for Core

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It’s a true story that Germans love their long words. However, this fact may not be so loved for text processing procedures. The lack of NLP libraries in Python adapted to German makes it difficult to properly analyze this kind of words. Let us share with you our NLP tool to split word compounds. It will transform the AI market.

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