A dual-objective Pareto optimization re-ranks content using Spearman's footrule distance plus a credibility cost term, paired with a semi-automated credibility pipeline, and reports at most 7% deviation from the front on X/Twitter data.
soft” and “hard
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Certain frontier LLMs exhibit higher false-positive rates on legitimate entertainment news than hard news, with model-specific patterns not explained by style alone.
citing papers explorer
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Pareto Optimal Re-ranking with Semi-Automated Content Credibility Detection
A dual-objective Pareto optimization re-ranks content using Spearman's footrule distance plus a credibility cost term, paired with a semi-automated credibility pipeline, and reports at most 7% deviation from the front on X/Twitter data.
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Are LLMs More Skeptical of Entertainment News?
Certain frontier LLMs exhibit higher false-positive rates on legitimate entertainment news than hard news, with model-specific patterns not explained by style alone.