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Extracting Numbers from Text

Introduction Named Entity Recognition relates to the extraction of sequences of words from within a document. The technique is mostly used to extract names of people, organisations or places, which are therefore the most typical named entities. However, the term named entity recognition does not capture very well the importance of a fragment of text, … Continue reading Extracting Numbers from Text

Bootstrap World Knowledge to extend Business Vocabulary and enhance Knowledge Graphs

Introduction Information extraction tends to target two situations:  Extract entities from an existing vocabulary, or Create an extraction model from scratch when there is no existing vocabulary. However, sometimes the situation is a mixture of the two extremes: an incomplete business vocabulary exists but needs to be completed with relevant additional entities of the same type. … Continue reading Bootstrap World Knowledge to extend Business Vocabulary and enhance Knowledge Graphs

Make the Voice of the Customer a Top Priority!

Direct customer feedback In a highly competitive environment, knowing customer complaints and expectations has become a major challenge for all companies. Direct customer feedback has become an increasingly important contributor since the emergence of the Internet. Whether it be results from a speech recording converted into text, a comment from a marketing survey, an incoming … Continue reading Make the Voice of the Customer a Top Priority!

Kairntech & Scaleway Webinar: Thursday, Dec 17, 2020 @ 5:30pm

Data Annotation & Active Learning We all heard that "data is the new oil". However, just like its petroleum predecessor, data is of no use until it is processed. One processing step that is often required for unstructured data (e.g. text, images, audio and video files) is data annotation. This is done manually, can require … Continue reading Kairntech & Scaleway Webinar: Thursday, Dec 17, 2020 @ 5:30pm

Contract Analysis to Assist the Auditor.

Introduction We will focus here on the investigation and verification part, which is undoubtedly one of the most important but also one of the most time-consuming for the auditors. However, it is essential to guarantee the sincerity of a company's accounts. This part already has powerful analysis tools for all structured data (mainly numerical numbers). … Continue reading Contract Analysis to Assist the Auditor.

2020 AI SDV: Large-scale thesaurus-based Entity Extraction

In few words Due to the special situation we are all experiencing, the AI SDV conference this year took place fully online. Two days of intensive exchange about NLP / AI approaches, requirements and use cases. Participants from three continents attended the event. Organizer Christoph Haxel had declared: "The show must go on ... line" … Continue reading 2020 AI SDV: Large-scale thesaurus-based Entity Extraction

Quick tutorial: Easy document categorization with Kairntech

Do you know this situation: You have loads of documents to categorize, no training corpus......and you don't want to ask the experts to build a categorizer for you? Our quick tutorial explains how you can do it on your own: Train your own machine learning model without having to start programming.Download The machines should adapt … Continue reading Quick tutorial: Easy document categorization with Kairntech