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LayerNorm and RMS Norm in Transformer Models
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
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
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
arXiv:2509.15655v1 Announce Type: new Abstract: Transformer-based speech language models (SLMs) have significantly improved neural speech...
Latent Visual Reasoning
arXiv:2509.24251v1 Announce Type: cross Abstract: Multimodal Large Language Models (MLLMs) have achieved notable gains in...
Latent Fusion Jailbreak: Blending Harmful and Harmless Representations to Elicit Unsafe LLM Outputs
arXiv:2508.10029v1 Announce Type: new Abstract: Large language models (LLMs) demonstrate impressive capabilities in various language...
Large Language Models Show Signs of Alignment with Human Neurocognition During Abstract Reasoning
arXiv:2508.10057v1 Announce Type: cross Abstract: This study investigates whether large language models (LLMs) mirror human...
Large Language Models Preserve Semantic Isotopies in Story Continuations
arXiv:2510.04400v1 Announce Type: new Abstract: In this work, we explore the relevance of textual semantics...
Large Language Models LLMs vs. Small Language Models SLMs for Financial Institutions: A 2025 Practical Enterprise AI Guide
Table of contents 1. Regulatory and Risk Posture 2. Capability vs. Cost, Latency, and Footprint...
Large Language Models in Argument Mining: A Survey
arXiv:2506.16383v3 Announce Type: replace Abstract: Argument Mining (AM), a critical subfield of Natural Language Processing...
Large Language Models for Disease Diagnosis: A Scoping Review
arXiv:2409.00097v3 Announce Type: replace Abstract: Automatic disease diagnosis has become increasingly valuable in clinical practice...
Large Language Model Hacking: Quantifying the Hidden Risks of Using LLMs for Text Annotation
arXiv:2509.08825v2 Announce Type: replace Abstract: Large language models are rapidly transforming social science research by...
