LeakDojo: Decoding the Leakage Threats of RAG Systems
May 8, 2026admin NUAI,Committee,News,Uncategorized(0)arXiv:2605.05818v1 Announce Type: cross Abstract: Retrieval-Augmented Generation (RAG) enables large language models (LLMs) to leverage...
LayerNorm and RMS Norm in Transformer Models
June 28, 2025admin NUAI,Committee,News,Uncategorized(0)This post is divided into five parts; they are: • Why Normalization is Needed in...
Layered Insights: Generalizable Analysis of Authorial Style by Leveraging All Transformer Layers
July 4, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2503.00958v2 Announce Type: replace Abstract: We propose a new approach for the authorship attribution task...
Layer-Wise Perturbations via Sparse Autoencoders for Adversarial Text Generation
August 15, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2508.10404v1 Announce Type: new Abstract: With the rapid proliferation of Natural Language Processing (NLP), especially...
Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations
September 22, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2509.15655v1 Announce Type: new Abstract: Transformer-based speech language models (SLMs) have significantly improved neural speech...
Launching youth entrepreneurship
August 26, 2026admin NUAI,Committee,News,Uncategorized(0)Even as a teenager, Laurie Stach ’06 says, she had a “crazy ambition to take...
Latent Visual Reasoning
September 30, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2509.24251v1 Announce Type: cross Abstract: Multimodal Large Language Models (MLLMs) have achieved notable gains in...
Latent learning: episodic memory complements parametric learning by enabling flexible reuse of experiences
December 24, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2509.16189v3 Announce Type: replace-cross Abstract: When do machine learning systems fail to generalize, and what...
Latent Fusion Jailbreak: Blending Harmful and Harmless Representations to Elicit Unsafe LLM Outputs
August 15, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2508.10029v1 Announce Type: new Abstract: Large language models (LLMs) demonstrate impressive capabilities in various language...
