#Resource efficiency

Articles (4)

• 🇺🇸 Quantifying the Accuracy and Cost Impact of Design Decisions in Budget-Constrained Agentic LLM Search — 11/03/2026 [USA]

  arXiv:2603.08877v1 Announce Type: new Abstract: Agentic Retrieval-Augmented Generation (RAG) systems combine iterative search, planning prompts, and retrieval backends, but deployed settings impose e...

  Related: #AI optimization, #Research methodology
• 🇺🇸 Align Once, Benefit Multilingually: Enforcing Multilingual Consistency for LLM Safety Alignment — 19/02/2026 [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 — 19/02/2026 [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 — 19/02/2026 [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