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#open-ended-tasks News & Analysis

2 articles tagged with #open-ended-tasks. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Jun 117/10
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Automated Creativity Evaluation of Language Models Across Open-Ended Tasks

Researchers introduce an automated, domain-agnostic framework for evaluating creativity in large language models across open-ended tasks. The approach uses semantic entropy to measure divergent creativity and a multi-agent judge system for convergent creativity, validated across problem-solving, research ideation, and creative writing domains.

AIBullisharXiv – CS AI · Jun 46/10
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Self-Evolving Deep Research via Joint Generation and Evaluation

Researchers introduce SCORE, a self-evolving co-evolutionary framework that jointly trains evaluation and generation models for deep research report generation. The approach addresses limitations in LLM-based research agents by enabling evaluators to dynamically adapt standards as solver performance improves, demonstrating consistent quality improvements over static evaluation methods.