Opinion

Your AI could copy our worst instincts, but there’s a fix for AI social bias

AI models including GPT-4.1 and DeepSeek-3.1 can mirror ingroup versus outgroup bias in everyday language, a study finds. Researchers also report an ION training method that reduced the gap.
Tech Xplore

New method helps AI reason like humans without extra training data

A study led by UC Riverside researchers offers a practical fix to one of artificial intelligence's toughest challenges by ...

Study challenges long-held theory that language is built on grammar trees

Every time we speak, we're improvising. "Humans possess a remarkable ability to talk about almost anything, sometimes putting ...
IEEE

Hierarchical Text Classification Method Driven by Dynamic Hierarchical Fusion and Prompt Embedding

Abstract: Hierarchical Text Classification, as a critical task in natural language processing, has broad applications in scenarios with complex label structures and limited samples. However, existing ...
www.cs.cmu.edu

Introduction to Machine Learning

Machine Learning is concerned with computer programs that automatically improve their performance through experience (e.g., programs that learn to recognize human faces, recommend music and movies, ...
IEEE

Enhancing Text Classification Through Quantum Transfer Learning: A Hybrid Quantum-Classical Approach With Complex Kernel Self-Attention Networks

Abstract: Quantum computing, with its unique principles such as superposition and entanglement, promises to transform various domains, including artificial intelligence. This study investigates the ...