News
SmartChunk Retrieval: Query-Aware Chunk Compression with Planning for Efficient Document RAG
arXiv:2602.22225v1 Announce Type: cross Abstract: Retrieval-augmented generation (RAG) has strong potential for producing accurate and...
Small Edits, Big Consequences: Telling Good from Bad Robustness in Large Language Models
arXiv:2507.15868v1 Announce Type: new Abstract: Large language models (LLMs) now write code in settings where...
Skip Connections in Transformer Models
This post is divided into three parts; they are: • Why Skip Connections are Needed...
Six wild ideas for perpetuating your mind
Have you ever thought about what makes you you? Science assures us it has everything...
Single-Agent vs. Multi-Agent Systems: When the Complexity Is Worth It
In this article, you will learn the key differences between single-agent and multi-agent AI systems...
Single Word Change is All You Need: Using LLMs to Create Synthetic Training Examples for Text Classifiers
arXiv:2401.17196v3 Announce Type: replace Abstract: In text classification, creating an adversarial example means subtly perturbing...
SINAI at eRisk@CLEF 2025: Transformer-Based and Conversational Strategies for Depression Detection
arXiv:2509.19861v1 Announce Type: new Abstract: This paper describes the participation of the SINAI-UJA team in...
Simulated Reasoning is Reasoning
arXiv:2601.02043v1 Announce Type: cross Abstract: Reasoning has long been understood as a pathway between stages...
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
arXiv:2505.16834v3 Announce Type: replace Abstract: Retrieval-augmented generation (RAG) systems have advanced large language models (LLMs)...
Similarity-Distance-Magnitude Activations
arXiv:2509.12760v2 Announce Type: replace-cross Abstract: We introduce the Similarity-Distance-Magnitude (SDM) activation function, a more robust...
SignX: Continuous Sign Recognition in Compact Pose-Rich Latent Space
arXiv:2504.16315v3 Announce Type: replace-cross Abstract: The complexity of sign language data processing brings many challenges...
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...
