accretion bursts 1ai-generated feedback 1dust transport 1english as a foreign language 1extrinsic evaluation 1Goldstone mode 1inelastic neutron scattering 1intrinsic evaluation 1jwst spectroscopy 1learner-centered evaluation 1magnetic impurities 1protoplanetary disks 1
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cs.CL2026
How Well Does AI-Generated Feedback Work? Intrinsic and Extrinsic Evaluation across more than 20,000 EFL Essay Drafts
Steven Coyne, Diana Galvan-Sosa, Ryan Spring +4
The paper investigates AI-generated written corrective feedback for English‑as‑a‑Foreign‑Language essays, comparing teacher (intrinsic) ratings with student (extrinsic) responses a…
cs.CL2026
Sakura at BEA 2026 Shared Task 1: What Makes Vocabulary Difficult?
Adam Nohejl, Xuanxin Wu, Yusuke Ide +3
We describe two types of models for vocabulary difficulty prediction: a high-accuracy black-box model, which achieved the top shared task result in the open track, and an explainab…