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Language Models

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arXiv cs.AI·7/18/2026

Study Reveals Mechanisms Behind Language Model Refusal Breakdown

A recent study investigates how a simple prefill can undermine language model refusals to harmful requests. The findings reveal that refusal mechanisms are more superficial than previously thought.

Research
arXiv cs.AI·7/18/2026

HG-RAG Framework Enhances Retrieval-Augmented Generation for Knowledge Graphs

The HG-RAG framework introduces a novel approach to retrieval-augmented generation by leveraging hierarchical knowledge graphs. This method enhances the context provided to language models, improving reasoning capabilities across various query types.

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