hallucination

Artificial Intelligence Computation and Language

On Exploring the Reasoning Capability of Large Language Models with Knowledge Graphs

root December 4, 2023 0

This research investigates the ability of Large Language Models (LLMs) to reason with knowledge graphs they learned during pre-training. The study aims to understand the accuracy of LLMs in recalling…

Computer Vision and Pattern Recognition

OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation

root November 30, 2023 0

The article presents OPERA, a novel decoding method for multi-modal large language models (MLLMs) to reduce hallucinations. The approach is based on an Over-trust Penalty and a Retrospection-Allocation strategy. This…

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hallucination

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