S2_15_ENG. The Translator's Turn: Knowledge graphs, new opportunities for us, Mike Dillinger, PhD

Let me introduce Mike Dillinger, a scientist, whose mission is to push the boundaries of cognitive computing and AI by melding human expertise with machine intelligence. He's a cognitive scientist with training in linguistics, epistemology, and experimental cognitive psychology as well as many years of experience applying this expertise to solve gnarly computational problems in the world of Tech at companies such as LinkedIn/Microsoft, eBay, Intel, and others.
In this podcast, I have discussed, among other things, with Mike about his triptych on how to build Knowledge Graphs (2024) and trying to answer the following questions Knowledge Graphs and Layers of Value, part 1 Knowledge Graphs and Layers of Value, part 2 Knowledge Graphs and Layers of Value, part 3 Knowledge Graphs for content creators Questions ·What are knowledge graphs? a. Nodes i. Identify what's important ii. Find the synonyms. b. Edges (or predicates) i. Find the relations. ii. Find the characteristics ·Are knowledge graphs synonyms of ontologies or taxonomies, or text graphs? · What value do knowledge graphs add to data and content? a. The First Layer of Value b. The Second Layer of Value ·Are knowledge graphs for LLMs (large language models)? And what about hypergraphs? · Can knowledge graphs help accelerating generation of translations of quality? Can knowledge graphs offer opportunites to translators?
References
Mike Dillinger (1989). Component Processes of Simultaneous Interpreting. Ph.D. Thesis. Supervisor, Carl H. Frederiksen, Laboratory of Applied Cognitive Science, Department of Educational Psychology, McGill University. (https://escholarship.mcgill.ca/concer...)
Mike Dillinger (1990). Comprehension during Interpreting: What Do Interpreters Know that Bilinguals Don’t?
Knowledge Graphs and Layers of Value, part 1 (https://www.linkedin.com/posts/mikedi...)
Knowledge Graphs and Layers of Value, part 2 (https://www.linkedin.com/posts/mikedi...)
Knowledge Graphs and Layers of Value, part 3 (https://www.linkedin.com/posts/mikedi...)
Knowledge Graphs for content creators (https://www.linkedin.com/posts/mikedi...)