chengtang at SemEval-2026 Task 7: A Retrieval-Augmented Generation Framework for Cultural Perspective Alignment in Everyday MCQs (2026 · 1 citation)
This system paper addresses SemEval-2026 Task 7 (BLEnD), Track 2. Given an English multiple-choice question and a target language-region code, a system must choose which of four options fits that region's everyday culture. LLMs often default to English-centric assumptions on such questions.
MessToClean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images (2026)
Exam sheets collected by education platforms are usually phone photos. They tend to be skewed and cluttered with handwriting, grading marks or stickers, and the authors call them Real-World Degraded Exam Images (RDEI). Converting such images into clean, question-level structured records is difficult. OCR discards…

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Updated 1 November 2026