Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts

Item #:

075280-3170

Details

DOI: https://doi.org/10.52202/075280-3170
Author(s): Emanuele Marconato, Andrea Passerini, Stefano Teso, Antonio Vergari
Pages: 72507-72539 (33 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-3170
Author(s): Emanuele Marconato, Andrea Passerini, Stefano Teso, Antonio Vergari
Pages: 72507-72539 (33 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)