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#human-preference News & Analysis

2 articles tagged with #human-preference. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · 3d ago6/10
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Cards Against LLMs: Benchmarking Humor Alignment in Large Language Models

Researchers benchmarked five frontier LLMs against human players in Cards Against Humanity games, finding that while models exceed random baseline performance, their humor preferences align poorly with humans but strongly with each other. The findings suggest LLM humor judgment may reflect systematic biases and structural artifacts rather than genuine preference understanding.

AINeutralarXiv – CS AI · Mar 26/1015
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LFQA-HP-1M: A Large-Scale Human Preference Dataset for Long-Form Question Answering

Researchers released LFQA-HP-1M, a dataset with 1.3 million human preference annotations for evaluating long-form question answering systems. The study introduces nine quality rubrics and shows that simple linear models can match advanced LLM evaluators while exposing vulnerabilities in current evaluation methods.