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Entity Linking: A Symbiosis between Knowledge Graphs and News, and bringing the Knowledge Graph to Excel

The development and availability of Web knowledge repositories, in particular Wikipedia, as the largest general-knowledge encyclopedic collection, have changed remarkably not only the way in which individual users fulfill their informational needs but also the way in which information providers organize data by employing large knowledge graphs derived from these repositories. In this talk, we will take a closer look at the task of linking to entities from knowledge graphs both as an enabler for new user experiences on the Web, and in particular in Web news, and as a key instrument for keeping the information from knowledge graphs fresh and accurate. One part of the talk will cover news processing in near-real time for fact extraction and fact verification. Another part will cover news consumption experiences enabled by entity linking from concept-based video navigation to social-media guided news presentation. Finally, the talk will follow a journey from the idea of enabling users to check facts in their Office documents to integrating the Microsoft Knowledge Graph with Excel through the new Data Types feature.
Topic
Application
Date
May 6th 2020, 2:20pm EST
Keywords
fact checking, knowledge graph, news, entity linking, information extraction
Slides
https://zenodo.org/record/3823386

Additional Information

Silviu Cucerzan

2

Microsoft Research

Silviu Cucerzan is a Sr. Principal researcher in Microsoft Research, which he joined in 2003, after completing his PhD studies at the Johns Hopkins University. His research has focused on topics at the intersection of NLP and IR with concrete applications to industry, including entity recognition and linking, multilingual spelling correction, question answering, query suggestion and ad selection, vertical search, fact extraction, fact verification, and vandalism detection. His collaborations with product groups have resulted in numerous technology transfers to Microsoft products. During 2016 to 2019, he led the NLP group in the Bing Knowledge Graph group, where he was responsible for developing and shipping new technologies for fact extraction from news, Web tables, and text, as well as vandalism detection in Web knowledge collections. After winning the Microsoft Hackathon with a project that was bringing knowledge from the Bing graph to Office applications, he led the team that developed the back-end for the new Data Types feature in Excel, which intelligently enhances spreadsheets with rich content from Bing’s knowledge graph

Lightening talks from the Main Stage along with speaker Q&A sessions

May 4-7, 2020

Virtual

Knowledge Graphs form an organized and curated set of facts that provide support for models to help understand the world. This conference gathers technology leaders, researchers, academics, vendors — and most importantly, practitioners, who know the discipline. For KGC 2020, attendees can participate from wherever they want in the world, from the comfort of their homes. We will stream the content, provide access to our speakers and support chat and networking as well as give access to all of the content live and on-demand after the event.