Tag: natural language processing
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Soft-Failure Attacks on Retrieval-Augmented Generation Explained
Discover how soft-failure attacks undermine Retrieval-Augmented Generation (RAG) systems and the innovative DEJA method challenging AI security.
Neuro-Symbolic Pipeline for Executable Narsese Reasoning
Explore a neuro-symbolic pipeline translating natural language to executable Narsese, enhancing AI reasoning with logic and uncertainty handling.
Triadic Suffix Tokenization for Enhanced Numerical Reasoning
Discover Triadic Suffix Tokenization, a novel scheme improving numerical reasoning accuracy in large language models by preserving digit structure and magn...
CRoCoDiL: Robust Continuous Diffusion for Language AI
Discover CRoCoDiL, a novel diffusion model enhancing language generation with continuous semantic space and faster, coherent text synthesis.
CoMeT: Efficient Long-Context Transformer for LLMs
Discover CoMeT, the Collaborative Memory Transformer that enables efficient long-context modeling with constant memory and linear time complexity.