AI Research
Neo-Classic: A Benchmark for Evaluating Linguistic-Aesthetic Reasoning in Classical Chinese Poetry
Moving beyond pattern recognition to test true linguistic-aesthetic reasoning in Classical Chinese verse.
While Large Language Models (LLMs) achieve high accuracy on established Classical Chinese Poetry benchmarks, it remains challenging to distinguish transferable Linguistic-Aesthetic Reasoning from reliance on familiar pre-training patterns. To address this issue, we introduce Neo-...
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ArXiv CS.CL
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ArXiv CS.CL
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Neo-Classic pushes LLMs beyond rote memorization by testing their genuine grasp of the nuanced aesthetic structures inherent in Classical Chinese poetry. This shift is critical for developing AI that can synthesize deep cultural context rather than merely predicting patterns from existing training data.
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