Author

Wenjuan Qin

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Preprint Aug 2026

ArguLens: An Open-Source System for Automated Essay Scoring and Label-Aware Feedback Generation

Most automated essay scoring (AES) systems output a single holistic score without interpretable evidence and rely on closed APIs that introduce data privacy and cost barriers. We present ArguLens, an opensource, locally deployable system that decomposes AES into three decoupled components: a discourse-move classifier (...

Weiran Wang, Hong-Xiang Shi, Huitao Tang et al. · 0 citations

Jul 2026

From Isolated Tasks to Structured Capabilities: A Multilayer Taxonomy for Large Language Models

A multi-layer taxonomy of 14 capability domains and 91 subskills across Primitive, Constructed, and Integrative layers is introduced and supports research organization, coverage audits, evaluation interpretation, and testable hypotheses for diagnosis, training, and transfer.

Shixin Fang, Jiachen Wo, Wen-Juan Qin et al. · arXiv.org · 0 citations