Ioanna Miliou

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Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

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Pranav Raikote (1)Korbinian Randl (1)Athanasios Lakes (1)Panagiotis Papapetrou (1)

Papers (1)

Mar 12, 2026

Pranav Raikote +44d ago

CHiL(L)Grader: Calibrated Human-in-the-Loop Short-Answer Grading

LLMs can automate a surprisingly large fraction of short-answer grading tasks (35-65%) to expert-level quality, provided you route the uncertain cases to human graders and continually learn from feedback.

Pranav Raikote, Korbinian Randl, Ioanna Miliou +2

Eval Frameworks & Benchmarks Natural Language Processing

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Ioanna Miliou

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)