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Shengpei Jiang

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Conference Open access 2026

AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs

An automated framework that constructs domain-specific benchmarks directly from unstructured corpora and systematically discovers tasks, enriches contextual grounding via iterative Socratic prompting, and generates diverse, progressively challenging evaluation instances that preserve established model-level evaluation...

Qingqing Lyu, Linjuan Wu, Yongliang Shen et al. · 0 citations

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