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SignRAG: A Retrieval-Augmented System for Scalable Zero-Shot Road Sign Recognition
arXiv:2512.12885v1 Announce Type: cross Abstract: Automated road sign recognition is a critical task for intelligent...
Sigmoid vs ReLU Activation Functions: The Inference Cost of Losing Geometric Context
A deep neural network can be understood as a geometric system, where each layer reshapes...
SIGMA: Search-Augmented On-Demand Knowledge Integration for Agentic Mathematical Reasoning
arXiv:2510.27568v1 Announce Type: cross Abstract: Solving mathematical reasoning problems requires not only accurate access to...
Shrink exploit windows, slash MTTP: Why ring deployment is now a must for enterprise defense
Ring deployment slashes MTTP and legacy CVE risk. Learn how Ivanti and Southstar Bank are...
Shifting to AI model customization is an architectural imperative
In the early days of large language models (LLMs), we grew accustomed to massive 10x...
ShareChat: A Dataset of Chatbot Conversations in the Wild
arXiv:2512.17843v2 Announce Type: replace Abstract: While academic research typically treats Large Language Models (LLM) as...
SGPO: Self-Generated Preference Optimization based on Self-Improver
arXiv:2507.20181v1 Announce Type: new Abstract: Large language models (LLMs), despite their extensive pretraining on diverse...
SFT Doesn’t Always Hurt General Capabilities: Revisiting Domain-Specific Fine-Tuning in LLMs
arXiv:2509.20758v3 Announce Type: replace Abstract: Supervised Fine-Tuning (SFT) on domain-specific datasets is a common approach...
SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding
arXiv:2507.20185v1 Announce Type: new Abstract: Session history is a common way of recording user interacting...
ServiceNow AI Releases Apriel-1.5-15B-Thinker: An Open-Weights Multimodal Reasoning Model that Hits Frontier-Level Performance on a Single-GPU Budget
ServiceNow AI Research Lab has released Apriel-1.5-15B-Thinker, a 15-billion-parameter open-weights multimodal reasoning model trained with...
ServiceNow AI Released Apriel-Nemotron-15b-Thinker: A Compact Yet Powerful Reasoning Model Optimized for Enterprise-Scale Deployment and Efficiency
AI models today are expected to handle complex tasks such as solving mathematical problems, interpreting...
Sequence graphs realizations and ambiguity in language models
arXiv:2402.08830v2 Announce Type: replace-cross Abstract: Several popular language models represent local contexts in an input...
