Tag: LLM evaluation
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Enhancing LLM Honesty Detection with Steering Vectors
Discover how steering vectors improve honesty detection in LLM-judges, boosting reliability and reducing manipulation in AI-generated responses.
EHRStruct: Benchmarking LLMs on Structured EHR Tasks
Discover EHRStruct, a benchmark framework to evaluate large language models on structured electronic health record tasks with 11 clinical challenges.
CoCoA: Unsupervised Code Evaluation with LLMs
Discover CoCoA, a novel framework using LLMs for unsupervised code evaluation by separating comprehension and auditing for higher accuracy.
Fast, Accurate Probing of In-Training LLM Performance
Discover a new lightweight probing method to quickly and accurately evaluate in-training LLMs' downstream performance, boosting AI model development.
LLM Evaluation Validity for Business in Conversational Commerce
Explore how LLM-based dialogue evaluation correlates with business outcomes in conversational commerce, improving AI-driven sales strategies.