Abstract: Large language models (LLMs) have made significant strides in code generation but often struggle with API hallucination issues, especially for the third-party library. Existing approaches ...

Abstract: The growing integration of artificial intelligence (AI) into human-computer interaction (HCI) has transformed digital experiences, providing personalized support, automation, and ...

Hallucinations are more common than we think, and they may be an underlying mechanism for how our brains experience the world. One scientist calls them “everyday hallucinations” to describe ...

Even when instructed to adhere to source material, Language Models often generate unsubstantiated content – a phenomenon known as “closed-domain hallucination.” This risk is amplified in processes ...

Thomas Anderson – otherwise known as Neo – is walking up a flight of stairs when he sees a black cat shake itself and walk past a doorway. Then the moment seems to replay before his eyes. Just a touch ...

This repository contains code for the implementation of our NeurIPS 2024 paper LLM-Check: Investigating Detection of Hallucinations in Large Language Models. We analyze hallucination detection within ...

Man using a laptop at a conference. — Image © Tim Sandle Man using a laptop at a conference. — Image © Tim Sandle As the year draws to a close, James Wickett ...