Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions
Giugno 16, 2025admin NUAI,Committee,Notizie,Uncategorized(0)arXiv:2506.11111v1 Announce Type: new Abstract: Large Language Models (LLMs) have gained enormous attention in recent...
Evaluating $n$-Gram Novelty of Language Models Using Rusty-DAWG
Agosto 26, 2025admin NUAI,Committee,Notizie,Uncategorized(0)arXiv:2406.13069v4 Announce Type: replace Abstract: How novel are texts generated by language models (LMs) relative...
EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees
Luglio 14, 2025admin NUAI,Committee,Notizie,Uncategorized(0)arXiv:2503.08893v2 Announce Type: replace Abstract: An ideal model evaluation should achieve two goals: identifying where...
EVALOOOP: A Self-Consistency-Centered Framework for Assessing Large Language Model Robustness in Programming
Febbraio 17, 2026admin NUAI,Committee,Notizie,Uncategorized(0)arXiv:2505.12185v5 Announce Type: replace-cross Abstract: Evaluating the programming robustness of large language models (LLMs) is...
Europe’s extreme heat is shutting down power plants
Giugno 24, 2026admin NUAI,Committee,Notizie,Uncategorized(0)Europe is in the middle of a record-breaking heat wave, and the grid is being...
Estranged Predictions: Measuring Semantic Category Disruption with Masked Language Modelling
Novembre 12, 2025admin NUAI,Committee,Notizie,Uncategorized(0)arXiv:2511.08109v1 Announce Type: new Abstract: This paper examines how science fiction destabilises ontological categories by...
Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models
Dicembre 17, 2025admin NUAI,Committee,Notizie,Uncategorized(0)arXiv:2410.03026v3 Announce Type: replace Abstract: Language models (LMs) rely on their parametric knowledge augmented with...
Estimating LLM Uncertainty with Logits
Maggio 8, 2025admin NUAI,Committee,Notizie,Uncategorized(0)arXiv:2502.00290v4 Announce Type: replace Abstract: Over the past few years, Large Language Models (LLMs) have...
Establishing AI and data sovereignty in the age of autonomous systems
Maggio 14, 2026admin NUAI,Committee,Notizie,Uncategorized(0)When generative AI first moved from research labs into real-world business applications, enterprises made a...
