Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization

Item #:

079017-3735

Details

DOI: https://doi.org/10.52202/079017-3735
Author(s): Zhiying Deng, Ruixuan Li, Wei Liu, Zhongyu Niu, Haozhao Wang, Jun Wang, YuanKai Zhang
Pages: 117636-117656 (21 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-3735
Author(s): Zhiying Deng, Ruixuan Li, Wei Liu, Zhongyu Niu, Haozhao Wang, Jun Wang, YuanKai Zhang
Pages: 117636-117656 (21 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)