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.
Well, this is no longer an excuse. Bitext offers its sets of Lexical Data Resources (LXDs), the most comprehensive and consistent set of language data resources in the world, currently available in 77 languages and 26 language variants (and more to come). LXDs have been developed to meet the highest quality standards in the field of computational linguistics, and currently are used in production by some of the world’s largest and most successful software companies —including 3 of top 5 NASDAQ companies.
LXDs are a basic piece of a wide range of Natural Language Processing (NLP) components such as lemmatizers, POS taggers, phrase extractors, parsers, etc. Additionally, applications in the field of Natural Language Understanding (NLU) and Artificial Intelligence (AI) can leverage Bitext data, and also general use applications like search, mobile keyboards, virtual agents, chatbots, spell checking and grammar checking.
Have a look at our LXD offering in and make yourself truly multilingual!
For more information:
- Visit our Lexical Resources webpage.
- Browse our LXD offering.
- Stay tuned! Follow Bitext on Twitter or LinkedIn.
- Learn more about how we can help training your chatbot.