Official repository for DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research
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Updated
Jun 17, 2026 - Python
Official repository for DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research
Evaluation for AI outputs against trusted educational rubrics. Measure and improve content quality with research-backed rubrics — ensuring rigor, reliability, and alignment to classroom needs.
Export grades from assignment using advanced grading methods in excel format
Official implementation for the OpenRubric family: a line of work on rubric-based reward modeling for LLMs.
An AI-era delivery assurance framework. Think clearly, decide well, audit before you build.
R script to transform a .xlsx workbook into a PDF or HTML with rubrics and assessment-forms for academic courses. Currently in Dutch. Written for a theology program @ Protestant Theological University
Perpenda — Android learning path for product professionals learning LLM systems through trade-offs, rubrics, and calibrated AI grading.
Human-reviewed workflow prototypes for rubric evidence, feedback drafting, reviewer packets, and remediation actions.
Cyber Readiness Index Rubrics Live Dashboard
Generic two-layer candidacy evaluation framework: Socratic profile-discovery loop with dialectic confidence saturation, plus a flat boolean rubric.
Evidence-backed quality control for LLM outputs: rubrics, claim grounding, safety gates, human review, and reports.
📊 Generate and access a comprehensive rubric dataset with RubricHub, enhancing your evaluation processes through automated data synthesis.
Deterministic Brightspace rubric producer for Rubric Loom Unravel and Weave
Prompt and AI-output evaluation case studies for hallucination risk, localization, rubrics, and QA.
One-download local Rubric Loom for deterministic Brightspace rubric review and packaging
Recurso educativo abierto para la evaluación de la comunicación oral en chino como lengua extranjera (A1-A2 MCER), compuesto por rúbricas de observación, instrumentos de registro de evidencias y orientaciones para la evaluación formativa.
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