Search Results - mihai+surdeanu

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Scientific Discovery as Link Prediction in Influence and Citation Graphs
With the wealth of scientific information available online, understanding where the gaps are in research is crucial. This invention looks to identify those white spaces within specific scientific fields. Under the umbrella of natural language processing, this invention can analyze texts and help to predict from where scientific expansions will come....
Published: 11/18/2021   |   Inventor(s): Mihai Surdeanu, Fan Luo, Marco Antonio Valenzuela Escarcega, Gustave Hahn-Powell
Keywords(s):  
Category(s): Technology Classifications > Software & Information Technology > Communications & Networking, Technology Classifications > Software & Information Technology > Data Mining, Technology Classifications > Software & Information Technology > Databases, Technology Classifications > Software & Information Technology > Health IT
Domain Transferable Neural Network Architecture for Fact Verification
The problem this invention solves is that of spurious patterns or invalid results from software neural networks tasked to use natural language programming for fact verification in news or articles. This approach increases the accuracy of fact verification. Neural architectures with improved transfer between domains enables re-use of trained models,...
Published: 3/18/2021   |   Inventor(s): Mithun Paul, Mihai Surdeanu, Sandeep Suntwal, Rebecca Sharp
Keywords(s):  
Category(s): Technology Classifications > Software & Information Technology > Data Mining, Technology Classifications > Software & Information Technology > Security, Technology Classifications > Software & Information Technology > Web & Internet