Why NLP platforms save over 80% of your time Impressive recent progress in Natural Language Processing (NLP) models, for a large majority coming from the open sourced community, do not necessarily go hand in hand with delivering business value for domain experts; which can be summarized by the requirement to obtain automatically actionable information from … Continue reading ROI of Natural Language Processing platforms
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Bringing structure to unstructured document collections Assigning documents to categories is a key step in bringing structure to larger document collections: Users can narrow their study of a search result to a particularly relevant topic, forward subsets of documents to colleagues with a respective interests etc. Kairntech has offered document categorization since the beginning. However, … Continue reading Finding topics in text collections
Keep it short, please! A growing demand in today’s busy times for many users is to be able to quickly skim through large amounts of documents – news items, websites, publications, documentation – and decide quickly, whether a given item is worth spending the time to read or even just to click on it. Often … Continue reading Automatic Text Summarization
Kairntech and Fraunhofer SCAI presented joint work in their webinar on June 8, 2022 You can find the recording of the webinar here. Harvesting the knowledge about the interactions between genes, proteins, drugs and diseases from scientific literature is a labor-intensive task. Graph databases are a powerful tool to allow for the handing of information … Continue reading Automatic Creation of Knowledge Graphs from Scientific Literature
Introduction The Kairntech software comes with a built-in entity extraction component that users can add to their projects with just a few mouse clicks. It offers a powerful additional option to analyse and annotate text content using existing world knowledge: The component gives you access to tens of millions of concepts in several languages and … Continue reading World Knowledge at your Fingertips: Using and Customizing Kairntech’s Entity Extraction
Introduction The emergence of start-ups in the world's economies and the massive arrival of investment funds have shaken up the business world since the 2000s, posing the challenge of information in an acute way. In this prolific and fast-moving world, the personal network and manual databases are no longer enough: new technologies, in particular artificial … Continue reading Artificial Intelligence for Mergers & Acquisitions (M&A)
Updating structured vocabularies: a necessary but difficult task Structured vocabularies (lexicons, dictionaries, thesauri, taxonomies…) and, more broadly, knowledge bases, play an important role in many applications when it comes to organizing or making information accessible. But they still need to be constantly updated, which is a long, tedious and difficult task. A good example is … Continue reading Discover and enrich knowledge by analysing documents with AI
Kairntech and "Smart Innovation" Managing the processes that enable, organise and foster innovation in organisations often involves among other things analysing large amounts of text based-information: Publications, news, websites. Evidently this is another use case where Kairntech can contribute and therefore experts at University of Stuttgart, the Fraunhofer institute IAO and TecIntelli are using Kairntech … Continue reading NLP Support for Corporate Innovation Management Processes
The European green taxonomies Taxonomy is a word that suddenly appeared with financial investors and the public at large when the European Commission published its own taxonomy on sustainable activities. Let's quickly recall that a taxonomy is a term which originates from biology and that designates the naming in an ordered system that is intended … Continue reading Taxonomy and NLP
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