A BERT-based Report Classification for Semiconductor Failure Analysis

Tuesday, November 1, 2022: 2:25 PM
Ballroom A (Pasadena Convention Center)
Ms. Anna Safont-Andreu , Infineon Tech. Austria AG, Villach, Austria
Ms. Corinna Grabner , Infineon Tech. Austria AG, Villach, Austria, Universität Klagenfurt, Klagenfurt, Austria
Mr. Christian Burmer , Infineon Tech. AG, Neubiberg, Germany
Dr. Konstantin Schekotihin , Universität Klagenfurt, Klagenfurt, Austria

Summary:

In this paper, we investigate applications of modern Natural Language Processing (NLP) approaches, such as BERT-based networks, to the classification of FA texts with respect to electrical and/or physical failures they describe.
See more of: AI Application for FA
See more of: Technical Program