#Resource efficiency
Latest news articles tagged with "Resource efficiency". Follow the timeline of events, related topics, and entities.
Articles (3)
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🇺🇸 Align Once, Benefit Multilingually: Enforcing Multilingual Consistency for LLM Safety Alignment
[USA]
arXiv:2602.16660v1 Announce Type: cross Abstract: The widespread deployment of large language models (LLMs) across linguistic communities necessitates reliable multilingual safety alignment. However,...
Related: #Multilingual AI alignment, #Safety in large language models, #Scalable multilingual deployment, #Cross‑lingual transfer -
🇺🇸 Beyond Learning: A Training-Free Alternative to Model Adaptation
[USA]
arXiv:2602.16189v1 Announce Type: cross Abstract: Despite the continuous research and evolution of language models, they sometimes underperform previous versions. Existing approaches to overcome thes...
Related: #Model adaptation, #Local modules, #Training‑free methods, #Language models -
🇺🇸 FairTabGen: High-Fidelity and Fair Synthetic Health Data Generation from Limited Samples
[USA]
arXiv:2508.11810v2 Announce Type: replace-cross Abstract: Synthetic healthcare data generation offers a promising solution to research limitations in clinical settings caused by privacy and regulator...
Related: #Data privacy in healthcare, #Synthetic data generation, #Large language models, #Fairness and bias in AI