Curated TCS knowledge base with 847 lecture slides, 312 practice problems, 156 proof templates, and 89 complexity worksheets¶
Product or Programme · All products and programmes
Evidence · 2 claims (1 mixed, 1 against) · 1 study (1 design),q2· 0 of 1 report an effect size · 2 claims rest on one study
Description¶
A curated theoretical computer science knowledge base assembled by Sushan Adhikari for AlgoRAG, containing tagged instructional and practice resources for undergraduate and graduate learners.
Components¶
Claims¶
- Pedagogical-criterion breakdown shows worked examples in only about 42% of responses, the weakest criterion despite 312 practice problems in the knowledge base [-W]
- Per-topic performance varied: NP-completeness scored highest ROUGE-1 F1 (0.1285), sorting algorithms highest pedagogical quality (0.8250), and recurrence relations lowest pedagogical quality (0.6629) [~W]
Related Products and Programmes¶
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Key Sources¶
- Sushan Adhikari. (2026). AlgoRAG: Retrieval-Augmented Generation for Theoretical Computer Science Education — A Comprehensive Evaluation Framework for Algorithm Analysis and Complexity Theory. arXiv preprint. https://arxiv.org/abs/2609.14572
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
curated-tcs-knowledge-base-with-847-lecture-slides-312-practice-problems-156-proof-templat |
title |
Curated TCS knowledge base with 847 lecture slides, 312 practice problems, 156 proof templates, and 89 complexity worksheets |
description |
A curated theoretical computer science knowledge base assembled by Sushan Adhikari for AlgoRAG, containing tagged instructional and practice resources for undergraduate and graduate learners. |
status |
review |
product_kind |
dataset |
generated |
by process:settle-candidates on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
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