Transformers: the new trend in Artificial Intelligence and NLP Recent progress in NLP (Natural Language Processing) technologies highlights its strong potential for business transformation. While the domain used to be dominated by big players such as Google or Microsoft, smaller organizations are now going mainstream with the collaborative, open source approaches such as Explosion.ai (Spacy) … Continue reading From Hugging Face Transformers to NLP-Powered Applications
Introduction Structured vocabularies (thesauri, taxonomies...) play an important role in many applications where complex, large and volatile information needs to be organized and made accessible. A fine example is the famous MeSH thesaurus that facilitates search and access on Medical topics. Enriching scientific content with MeSH terms allows to guarantee that content on a specific … Continue reading Finding new needles in content haystacks: Vocabulary maintenance with AI!
Introduction Les vocabulaires structurés (thésaurus, taxonomies...) jouent un rôle important dans de nombreuses applications quand il s’agit d’organiser ou de rendre accessible des informations complexes, volumineuses ou fugaces. Un bon exemple est le célèbre thésaurus MeSH qui facilite la recherche et l'accès à des articles médicaux. L'enrichissement de contenu scientifique avec les termes du MeSH … Continue reading Comment enrichir un vocabulaire métier avec l’IA !
Introduction Natural language processing (NLP) techniques have made tremendous progress during the last couple of years, thanks notably to algorithms such as Neural Networks which have surpassed traditional approaches with rules-based systems. Examples include Machine Translation (DeepL, Google Translate…) or Speech To Text (Siri…). Information Extraction, a subcategory of NLP, is also highly impacted. What … Continue reading Make the long road to augmented applications shorter by “do-it-yourself NLP”