Ana Moreno


Recent Posts

How To Avoid Misunderstandings with an Effective Anonymization Tool

[fa icon="calendar'] Jan 11, 2019 4:52:13 PM / by Ana Moreno posted in GDPR, Entity extraction, Anonymization, NLP for CX

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Has your name or surname ever been mocked? In many languages, people are really embarrassed to have unusual names that make other people laugh. Some names and surnames are treated even as insulting or offensive in some cases. 

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Smarter AI to Identify Languages: When Scripts Are Not Enough

[fa icon="calendar'] Dec 29, 2018 8:00:00 PM / by Ana Moreno posted in AI, Multilanguage, Language Identification, NLP for Core

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Did you hear that many people were banned at Twitter just by typing in Cyrillic? The reason was that thousands of Russian bots sent plenty of tweets in the two days preceding the EU referendum. It’s true that Russian language uses letters from the Cyrillic script, but the same is true for more than 20 languages around the world!

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Main Challenges for Word Embeddings: Part II

[fa icon="calendar'] Dec 28, 2018 10:32:29 AM / by Ana Moreno posted in NLP, Deep Linguistic Analysis, Phrase Extraction, POS tagging, NLP for Core

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A ‘word embeddings’ approach has been widely adopted for machine learning processes. While an extensive research has been carried out during these years to analyze all theoretical underpinnings of algorithms such as word2vec, GloVe or fastText, it is surprising that little has been done, in turn, to solve some of the more complex linguistic issues raised when getting down to business.

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Main Challenges for Word Embeddings: Part I

[fa icon="calendar'] Dec 28, 2018 10:27:48 AM / by Ana Moreno posted in NLP, Deep Linguistic Analysis, Phrase Extraction, POS tagging, NLP for Core

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Machine learning algorithms require a great amount of numeric data to work properly. Real people, however, do not speak to bots using numbers, they communicate through the natural language. That’s the main reason why chatbot developers need to convert all these words into digits so that those virtual assistants can understand what users are saying. And here is where word embeddings come into play.

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Make Your AI Solutions Global with Multilingual NLP Tools

[fa icon="calendar'] Dec 20, 2018 12:13:43 PM / by Ana Moreno posted in NLU, AI, Multilanguage, NLP for Core

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In an era of globalization, being multilingual is essential for business. Either for your e-commerce bot to understand international customers, or for your feedback management platform to get insights from every user, English is not enough. 

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