- From: Olaf Hartig <olaf.hartig@liu.se>
- Date: Thu, 7 Dec 2023 11:03:54 +0000
- To: "semantic-web@w3.org" <semantic-web@w3.org>
Dear all, Unfortunately, we need to move today's talk. The new date for Mayank's talk will be January 31, same time (6pm CET / 12pm EST / 9am PT). Best regards, Olaf On Fri, 2023-11-24 at 09:44 +0000, Olaf Hartig wrote: > Dear all, > > I am happy to announce the next talk in the online talk series [1] of > the COST Action on Distributed Knowledge Graphs (DKG) [2], in > collaboration with the Semantic Web Science Association (SWSA) [3]. > > On December 7 at 18:00 CET / 12:00 EST / 1:00 CST, Mayank Kejriwal > (University of Southern California) will talk about: > > "Neurosymbolic Approaches for Robust Domain-Specific Semantic > Search: Current Progress and Future Opportunities" > > Abstract: > With the advent of large language models (LLMs), previous state-of- > the- > art performance has been exceeded on a number of difficult challenges > in the AI community, including commonsense reasoning, question > answering (and other rich forms of information retrieval), text > summarization, and computational creativity. Knowledge graphs have > been > used to address some of these problems before. This talk will address > the question of whether, and how, knowledge graphs and LLMs can be > used > synergistically in an important application in both industry and the > Semantic Web: domain-specific search. My thesis is that a > neurosymbolic > approach can allow us to use the 'best of both worlds' in tackling > this > challenging problem in a robust manner. I will discuss current > progress > in this area in both my research group, and others, and outline the > key > challenges and future opportunities still outstanding in this area. > > Speaker: > Mayank Kejriwal is a research assistant professor in the Department > of > Industrial & Systems Engineering at the University of Southern > California (USC), and a principal scientist in the USC Information > Sciences Institute. Prior to joining USC, he received his PhD in > computer science from the University of Texas at Austin. His PhD > thesis > was awarded the SWSA Dissertation Award in 2017. At USC, he is the > director of the Artificial Intelligence and Complex Systems group, > and > is also affiliated with the Center on Knowledge Graphs and the > AI4Health initiative. His research has been published in > international > venues such as ISWC, ESWC, Semantic Web Journal, Royal Society Open > Science, and several others. He is the author of four books, > including > an MIT Press textbook on knowledge graphs that has been republished > in > several languages. > > > The talk will be live streamed at our YouTube channel: > https://www.youtube.com/@costdkg4356/streams > > > In addition to Mayank's talk, mark your calendars already for the > following upcoming talks in the talk series. > > * Ilaria Tiddi (Vrije Universiteit Amsterdam) > "Explainability with Knowledge Graphs: what have we learnt?" > January 17 at 18:00 CET / 12:00 EST / 1:00 CST > > * Mark A. Musen (Stanford University) > "Semantic Technology in Science: Enhancing Data Stewardship in > Support > of New Discovery" > March 4 at 18:00 CET / 12:00 EST / 1:00 CST > > > Best regards, > Olaf > > [1] https://cost-dkg.eu/talks > [2] https://cost-dkg.eu/ > [3] https://swsa.semanticweb.org/
Received on Thursday, 7 December 2023 11:04:04 UTC