Summary of Confidence Regulation Neurons in Language Models, by Alessandro Stolfo et al.
Confidence Regulation Neurons in Language Modelsby Alessandro Stolfo, Ben Wu, Wes Gurnee, Yonatan Belinkov, Xingyi…
Summary of Postmark: a Robust Blackbox Watermark For Large Language Models, by Yapei Chang et al.
PostMark: A Robust Blackbox Watermark for Large Language Modelsby Yapei Chang, Kalpesh Krishna, Amir Houmansadr,…
Summary of Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions, by Laiqiao Qin et al.
Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutionsby Laiqiao…
Summary of Dald: Improving Logits-based Detector Without Logits From Black-box Llms, by Cong Zeng et al.
DALD: Improving Logits-based Detector without Logits from Black-box LLMsby Cong Zeng, Shengkun Tang, Xianjun Yang,…
Summary of Spread Preference Annotation: Direct Preference Judgment For Efficient Llm Alignment, by Dongyoung Kim et al.
Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignmentby Dongyoung Kim, Kimin Lee, Jinwoo…
Summary of Condtsf: One-line Plugin Of Dataset Condensation For Time Series Forecasting, by Jianrong Ding et al.
CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecastingby Jianrong Ding, Zhanyu Liu, Guanjie…
Summary of Confidence-based Task Prediction in Continual Disease Classification Using Probability Distribution, by Tanvi Verma and Lukas Schwemer and Mingrui Tan and Fei Gao and Yong Liu and Huazhu Fu
Confidence-Based Task Prediction in Continual Disease Classification Using Probability Distributionby Tanvi Verma, Lukas Schwemer, Mingrui…
Summary of Mano: Exploiting Matrix Norm For Unsupervised Accuracy Estimation Under Distribution Shifts, by Renchunzi Xie et al.
MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shiftsby Renchunzi Xie, Ambroise Odonnat,…
Summary of Automatically Identifying Local and Global Circuits with Linear Computation Graphs, by Xuyang Ge et al.
Automatically Identifying Local and Global Circuits with Linear Computation Graphsby Xuyang Ge, Fukang Zhu, Wentao…
Summary of Exploring Dark Knowledge Under Various Teacher Capacities and Addressing Capacity Mismatch, by Xin-chun Li et al.
Exploring Dark Knowledge under Various Teacher Capacities and Addressing Capacity Mismatchby Xin-Chun Li, Wen-Shu Fan,…