knowledge base – Andrew Fairless, Ph.D.

What I Read: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval

By Andrew Fairless on May 31, 2022April 25, 2022

https://hazyresearch.stanford.edu/blog/2022-04-19-contrastive-3 TABi: Type-Aware Bi-Encoders for Open-Domain Entity RetrievalApr 19, 2022Megan Leszczynski, Dan Fu, Mayee Chen, and Chris Ré. “We introduce a method to improve retrieval of rare entities by incorporatingContinue readingWhat I Read: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval

What I Read: Knowledge Graphs with Language Model

By Andrew Fairless on June 16, 2021June 7, 2021

https://ai.googleblog.com/2021/05/kelm-integrating-knowledge-graphs-with.html KELM: Integrating Knowledge Graphs with Language Model Pre-training CorporaThursday, May 20, 2021Posted by Siamak Shakeri, Staff Software Engineer and Oshin Agarwal, Research Intern, Google Research “Alternate sources of informationContinue readingWhat I Read: Knowledge Graphs with Language Model

What I Read: This AI learns by reading the web

By Andrew Fairless on January 25, 2021December 31, 2020

https://www.technologyreview.com/2020/09/04/1008156/knowledge-graph-ai-reads-web-machine-learning-natural-language-processing/ This know-it-all AI learns by reading the entire web nonstopDiffbot is building the biggest-ever knowledge graph by applying image recognition and natural-language processing to billions of web pages.Will DouglasContinue readingWhat I Read: This AI learns by reading the web

What I Read: Differentiable Reasoning over Text

By Andrew Fairless on January 1, 2021December 22, 2020

https://blog.ml.cmu.edu/2020/05/15/differentiable-reasoning-over-text/ Differentiable Reasoning over TextAuthorsBhuwan DhingraPublishedMay 15, 2020 “Modern search engines not only retrieve a list of pages relevant to a query but often try to directly answer our questionsContinue readingWhat I Read: Differentiable Reasoning over Text

Tag: knowledge base