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Research & Development
A Unified Framework for Understanding Trust in Learning and Belief Updating
TLDR: This research paper introduces a formal concept of 'learner's confidence,' defined as the degree of trust placed in new information and its impact...
Research & Development
AI System Enhances Mentor-Novice Collaboration in Entrepreneurship Coaching
TLDR: A new human-AI coaching system combines a cognitive coaching model with an LLM to proactively support novice entrepreneurs and their mentors. The system...
Research & Development
Bridging Intent and Action: How Vision-Language Models Enhance Robot Collaboration
TLDR: A new framework called GUIDER is proposed that integrates Vision-Language Models (VLMs) and Language Models (LLMs) into a robot's intent recognition system. This...
Research & Development
Piecewise-Affine Regularization: A Framework for Quantized Machine Learning Models
TLDR: This research introduces Piecewise-Affine Regularization (PAR), a novel framework for quantizing machine learning models. It demonstrates that PAR naturally induces high quantization rates...
Research & Development
Unmasking Online Rumors: A Deep Dive into Text-Image Correlation for Enhanced Detection
TLDR: This research paper introduces MICC (Multi-scale Image and Context Correlation exploration algorithm), a novel cross-modal rumor detection scheme. It addresses limitations in existing...
Research & Development
Navigating the Black Box: A New Framework for Optimizing Content in Generative Search Engines
TLDR: A new method called RAID G-SEO helps content creators improve their visibility in Generative Search Engines (GSEs) like BingChat and Perplexity.ai. It works...