Tag: auditory large language models
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Distribution Shift Alignment Boosts LLM Survey Simulation Accuracy
Discover how Distribution Shift Alignment improves large language models to simulate accurate survey responses with less data and higher efficiency.
Enhancing LLM Reliability with Reinforcement Learning
Discover how Deliberative Searcher boosts large language model reliability using reinforcement learning and retrieval-based verification.
Persona-Assigned LLMs Show Human-Like Motivated Reasoning
Study reveals persona-assigned large language models exhibit biased reasoning similar to humans, impacting AI reliability in critical societal issues.
TabularMath: Enhancing Math Reasoning Over Tables with LLMs
Explore TabularMath, a benchmark improving large language models' math reasoning over complex tabular data in real-world scenarios.
Robust Conformal Prediction for LLMs Using Internal Data
Enhance LLM reliability with robust conformal prediction leveraging internal representations for better uncertainty quantification and cross-domain perform...