Tag: frontier large language models
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Source-Faithful Explanation Planning in Retrieval-Augmented LLMs
Enhance source-faithful explanations in retrieval-augmented language models using illocutionary planning and chain-of-illocution prompting for better relia...
DOVE: Evaluating LLM Cultural Value Alignment Open-Endedly
Discover DOVE, a novel framework for distributional open-ended evaluation of LLMs' cultural value alignment using a value codebook and optimal transport.
How Large Language Models Reflect Human Culture & Behavior
Explore how contemporary large language models reveal key themes of human culture, behavior, and societal norms through AI-driven analysis.
Text2DistBench: Benchmarking LLMs’ Distributional Reading Skills
Discover Text2DistBench, a new benchmark evaluating large language models' ability to understand distributional reading comprehension beyond factual recall...
LLM-Based Temporal Analysis of GLP-1RA Diabetes Case Reports
Explore how large language models analyze GLP-1RA case reports, improving temporal phenotyping and risk modeling in Type 2 diabetes management.