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Understanding Probe Behaviors through Variational Bounds of Mutual
  Information

Understanding Probe Behaviors through Variational Bounds of Mutual Information

15 December 2023
Kwanghee Choi
Jee-weon Jung
Shinji Watanabe
    SSL
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Papers citing "Understanding Probe Behaviors through Variational Bounds of Mutual Information"

5 / 5 papers shown
Title
Discrete Speech Unit Extraction via Independent Component Analysis
Discrete Speech Unit Extraction via Independent Component Analysis
Tomohiko Nakamura
Kwanghee Choi
Keigo Hojo
Yoshiaki Bando
Satoru Fukayama
Shinji Watanabe
43
0
0
11 Jan 2025
Self-Supervised Speech Representations are More Phonetic than Semantic
Self-Supervised Speech Representations are More Phonetic than Semantic
Kwanghee Choi
Ankita Pasad
Tomohiko Nakamura
Satoru Fukayama
Karen Livescu
Shinji Watanabe
39
14
0
12 Jun 2024
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period
  of Large Language Models
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models
Chao Qian
Jie Zhang
Wei Yao
Dongrui Liu
Zhen-fei Yin
Yu Qiao
Yong Liu
Jing Shao
LLMSV
LRM
57
13
0
29 Feb 2024
Understanding Dataset Difficulty with $\mathcal{V}$-Usable Information
Understanding Dataset Difficulty with V\mathcal{V}V-Usable Information
Kawin Ethayarajh
Yejin Choi
Swabha Swayamdipta
167
157
0
16 Oct 2021
Probing Classifiers: Promises, Shortcomings, and Advances
Probing Classifiers: Promises, Shortcomings, and Advances
Yonatan Belinkov
226
405
0
24 Feb 2021
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