PinnedOrchestrating legal NLP services for a portfolio of use casesLynx Service Platform architecture — This work would not be possible without our great Lynx team. And special thanks to Filippo Maganza who provided invaluable input in the preparations of this post. In this post, I focus on general usage scenarios and how we enable them from an architectural point of view. But the Lynx…Legal Technology7 min read
Oct 13, 2021Label unstructured data using Enterprise Knowledge Graphs 3Target Sense Verification — This is the third part of the series about word sense disambiguation (WSD) with Knowledge Graphs (KGs). In this part we put a special focus on disambiguation to make it even more flexible. We want to find such models that can disambiguate quickly and reliably without the need to induce…Word Sense Disambiguation5 min read
Published in Semantic Tech Hotspot·May 22, 2020Label unstructured data using Enterprise Knowledge Graphs 2How to correctly link entities from text to your Knowledge Graph — This is the second part of the series about word sense induction and disambiguation (WSID) with knowledge graphs (KGs). In this part we design a robuster approach that can work with a small corpus and induce senses quite quickly. The approach uses deep learning models, in particular pre-trained language models…Word Sense Disambiguation10 min read
Dec 16, 2019Label unstructured data using Enterprise Knowledge GraphsHow to correctly link entities from text to your Knowledge Graph — Many companies have their own classification systems to label and structure content. The most advanced ones even have their own Knowledge Graphs, a representation of the company’s knowledge that can be understood by both humans and machines. But how does one use this knowledge to process unstructured data such as…Natural Language Process6 min read
Sep 25, 2019ELSE-IF workshop @ SEMANTiCS 2019European Language SErvices — Industry Forum — Introduction The workshop took place in Karlsruhe on September 9, one day before the main program of SEMANTiCS. …Design Thinking3 min read
Sep 3, 20195th Workshop on Semantic Deep Learning (SemDeep-5)Link to workshop This year’s SemDeep was one of the most popular workshops at IJCAI: more than 90 attendees registered. Why did the workshop attract so much attention? …Machine Learning10 min read
