What is Sentiment Analysis and How Does it Work?

[fa icon="calendar'] Apr 5, 2019 12:52:06 PM / by Bitext posted in API, Machine Learning, NLP, Sentiment Analysis, Big Data, Bitext, Natural Language, Text Analytics, Text Categorization, Chatbots, NLU, NLP for CX

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Sentiment Analysis is a procedure used to determine if a chunk of text is positive, negative or neutral. In text analytics, natural language processing (NLP) and machine learning (ML) techniques are combined to assign sentiment scores to the topics, categories or entities within a phrase.

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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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Business Intelligence in Text Format: Are You Acting Smart?

[fa icon="calendar'] Jan 30, 2019 3:11:00 PM / by Bitext posted in Semantic Analysis, Sentiment Analysis, Text Analytics, NLP for Core, NLP for CX

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While a picture may be worth a thousand words – a thousand words may be worth thousands of dollars. Never thought how valuable all your company unstructured data would be? This heterogeneous knowledge can turn out to be quite useful for companies, however, there is still much to be learned. 

 

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Why chatbots don't understand Spanish

[fa icon="calendar'] Jul 19, 2018 6:10:33 PM / by Bitext posted in Text Analytics, Chatbots, NLU, AI, NLP for Chatbots

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Up to 60 million people speak Spanish today in the USA. However, large companies like Bank of America or Amtrak are struggling to have a Spanish-speaking customer support bot to multiply their sales opportunities. Is it that difficult to make AI understand Spanish?

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What is the difference between stemming and lemmatization?

[fa icon="calendar'] Feb 28, 2018 4:16:00 PM / by Bitext posted in Machine Learning, NLP, Bitext, Natural Language, Text Analytics, Artificial Intelligence, Deep Learning, Stemming, AI, Multilanguage, Lemmatization, NLP for Core

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When we are running a search, we want to find relevant results not only for the exact expression we typed on the search bar, but also for the other possible forms of the words we used. For example, it’s very likely we will want to see results containing the form “skirt” if we have typed “skirts” in the search bar.

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Bitext: Top Software For Text Analytics

[fa icon="calendar'] Feb 23, 2018 3:03:00 PM / by Bitext posted in Bitext, Natural Language, Text Analytics, NLP for Core

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Predictive Analytics Today is one of the must-read sites when it comes to provide review, comparison, research, commentary and analysis of enterprise software. It helps IT decision makers to identify the appropriate technology that fulfills their needs. The site has over 400,000 monthly users, and over 36,000 newsletter subscribers.

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