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cs.CL2026
From Sentiment Classification to Actionable and Responsible Feedback: A Scoping Review and Evidence Map of NLP in Student Evaluation of Teaching, 2015-2026
Jeff Eicher, Rafael da Silva
Natural language processing (NLP) applied to open-ended teaching-evaluation comments (Student Evaluation of Teaching, SET) has tracked the field's technical evolution--from lexicon…
cs.CL2026
Measuring the Cross-Lingual Comprehension Gap: How the language of the evidence shapes what language models understand
Rafael da Silva, Jeff Eicher
Language models are often evaluated as though capabilities demonstrated in English remain equally available when the same content is presented in other languages. Traditional multi…