Knowledge Induction Team @ IBM Research AI - overview


About Us

 
Our mission is to push the boundary of science and technology to induce knowledge graphs automatically from text. Our goal is to drive the research community while at the same time innovating IBM products, with focus on enterprise search and conversational systems. We are part of the IBM Research AI organization and we have offices in multiple locations, including the IBM Watson Global Headquartes in New York City, the IBM Thomas J. Watson Research Center, Yorktown Heights, the MIT-IBM Watson AI Lab, Cambridge, MA and at the IBM Research - Almaden  lab, CA.
 
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
  • Table Understanding
  • Question Answering over Tables
  • Taxonomy Induction
  • Relation Extraction and Linking
  • Reading Comprehension
  • Semantic Search

 

Team Photo

 

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