conftrace_

model degradation

6 papers

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Co-occurring keywords

knowledge editing (295) in-network machine learning (1) automatic labeling (7) continuous retraining (1) personally identifiable information (33) multilingual language model (444) end-to-end model (297) chain of thought (285) training set (6) clinical practice (7)

Papers

Thesis Proposal: Targeted and Unified Cross-Lingual Unlearning from Multilingual Language Models ACL 2026
TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making EMNLP 2025
On the Tolerance of Repetition Before Performance Degradation in Kiswahili Automatic Speech Recognition ACL 2025
Lifelong Knowledge Editing requires Better Regularization EMNLP 2025
Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents OSDI 2024
Hidden Risks of Machine Learning Applied to Healthcare: Unintended Feedback Loops Between Models and Future Data Causing Model Degradation MLHC 2020