Knowledge Induction Team @ IBM Research AI - overview
About Us
Our work focuses on inducing Knowledge Graphs from text and semi structured data such as Tables. We work closely with IBM product teams to enhace enterprise search, conversational system and business analytics solutions for our customers, while contrinuting the the research community by puyblishing at Top AI conferences.
Our recent work includes
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Featured Videos
Alfio giving a talk on "Extending Knowledge Graphs Using Distantly Supervised Deep Nets" at Knowledge Graph Conference 2019.
A more detailed presentation that was presented at the International Semantic Web Conference 2018 can be found in
Inducing Implicit Relations from Text using Distantly Supervised Deep Nets (videolectures.net).
Highlights
2020 - Check out our recently accepted ISWC 2020 papers 2020 - We co-organized the Semantic Answer Type Prediction task at ISWC 2020 - Check out our recently accepted ACL 2020 papers 2020 - Check out our recently accepted AAAI 2020 papers 2019 - KI team 2020 won a Research Accomplishments for "Automated Knowledge Induction from IT Support Documents for Creating Virtual Assistants" 2019 - Alfio gave a Keynote Talk at the AAAI-20 Workshop on Knowledge Discovery from Unstructured Data in Financial Services 2019 - Alfio gave a Keynote Talk at the Metadata and Semantics Research conference 2018 - ESWC Winner of Best In Use Paper Award 2017 - Best system at ISWC 2017 Semantic Web Challenge
Featured Research Blogs
• A Semantic Parsing-based Relation Linking approach for Knowledge Base Question Answering • IBM Co-Organizes ISWC Semantic Web Challenge on Answer Type Prediction • AI and Human Creativity Go Hand in Hand • Semantic Concept Discovery Over Event Databases • Automated Knowledge Base construction solution wins at ISWC 2017