About
Research & Development
LLMs Guide Metaheuristics: A New Approach to Solving Complex Optimization Problems
TLDR: A new research paper introduces a framework that integrates Large Language Models (LLMs) with a Biased Random-Key Genetic Algorithm (BRKGA) to solve complex...
Research & Development
Quantifying and Refining Large Language Model Performance in Academic Proposal Writing
TLDR: This research introduces a framework to objectively evaluate and enhance the quality of research proposals generated by Large Language Models (LLMs) like ChatGPT-4o....
Research & Development
Evaluating Semantic Similarity: Uncovering Flaws and Finding Better Measures for Code and Text
TLDR: This research paper investigates the effectiveness of 18 semantic similarity measures across natural language and code. It reveals that traditional and embedding-based methods...
Research & Development
ALIGNS: A New AI System Maps Psychological Concepts for Better Measurement
TLDR: ALIGNS is a novel AI system based on a large language model (Llama3-8B) that constructs comprehensive nomological networks in psychological measurement. It addresses...
Research & Development
MITS Dataset Unlocks Advanced AI Capabilities for Traffic Surveillance
TLDR: MITS (Multimodal Intelligent Traffic Surveillance) is the first large-scale multimodal benchmark dataset specifically designed for Intelligent Traffic Surveillance (ITS). It comprises 170,400 real-world...
Research & Development
Unlocking Brain Connectivity Patterns for Data-Efficient Psychiatric Diagnosis
TLDR: SAM-BG is a novel two-stage self-supervised learning framework that significantly improves psychiatric diagnosis from fMRI brain graphs, particularly when labeled data is scarce....