Gaussian Process Probes (GPP) for Uncertainty-Aware Probing

Gaussian Process Probes (GPP) for Uncertainty-Aware Probing

29 May 2023

Jason Baldridge

Thomas L. Griffiths

Papers citing "Gaussian Process Probes (GPP) for Uncertainty-Aware Probing"

11 / 11 papers shown

Title
Likelihood approximations via Gaussian approximate inference Thang D. Bui 22 0 0 28 Oct 2024
Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing Zhuoran Zhang Y. Li Zijian Kan Keyuan Cheng Lijie Hu Di Wang KELM 21 4 0 08 Oct 2024
Probing the Category of Verbal Aspect in Transformer Language Models Anisia Katinskaia R. Yangarber 40 1 0 04 Jun 2024
InversionView: A General-Purpose Method for Reading Information from Neural Activations Xinting Huang Madhur Panwar Navin Goyal Michael Hahn 21 3 0 27 May 2024
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models Asma Ghandeharioun Avi Caciularu Adam Pearce Lucas Dixon Mor Geva 14 86 0 11 Jan 2024
Challenges with unsupervised LLM knowledge discovery Sebastian Farquhar Vikrant Varma Zachary Kenton Johannes Gasteiger Vladimir Mikulik Rohin Shah 17 23 0 15 Dec 2023
Bayes in the age of intelligent machines Thomas L. Griffiths Jian-Qiao Zhu Erin Grant R. Thomas McCoy AI4CE 17 17 0 16 Nov 2023
Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks Felix Jimenez Matthias Katzfuss BDL UQCV 43 1 0 26 May 2023
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 221 291 0 24 Feb 2021
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 357 0 06 Mar 2017
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014