REPOGEO REPORT · LITE

teacherpeterpan/Question-Generation-Paper-List

Default branch master · commit 7580b4b4 · scanned 6/5/2026, 8:17:37 PM

GitHub: 585 stars · 77 forks

AI VISIBILITY SCORE

22 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

1 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface teacherpeterpan/Question-Generation-Paper-List, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

hightopics#1

Expand repository topics for better categorization

Why:

CURRENT

paper-list, question-generation

COPY-PASTE FIX

neural-question-generation, nlp, natural-language-processing, literature-review, survey, research-papers, academic-resource, curated-list, question-generation, paper-list

highlicense#2

Add a LICENSE file to clarify usage rights

Why:

COPY-PASTE FIX

Create a file named `LICENSE` in the repository root with the full text of a permissive license like the MIT License. A common template can be found at `https://opensource.org/licenses/MIT`.

mediumhomepage#3

Add a homepage URL to the repository metadata

Why:

COPY-PASTE FIX

Set the repository homepage URL in the 'About' section to a relevant project page or maintainer's academic profile, e.g., `https://liangmingpan.github.io/` or `https://github.com/teacherpeterpan/Question-Generation-Paper-List` if no external page exists.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface teacherpeterpan/Question-Generation-Paper-List

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Google Scholar

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Google Scholar · recommended 1×
Semantic Scholar · recommended 1×
arXiv · recommended 1×
ACL · recommended 1×
EMNLP · recommended 1×

CATEGORY QUERY
Where can I find a comprehensive overview of research in neural question generation?
you: not recommended
AI recommended (in order):
1. Google Scholar
2. Semantic Scholar
3. arXiv
4. ACL
5. EMNLP
6. NAACL
7. GitHub
AI recommended 7 alternatives but never named teacherpeterpan/Question-Generation-Paper-List. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the essential academic papers for learning about automated question creation?
you: not recommended
AI recommended (in order):
1. Automatic Question Generation from Text: A Survey
2. Question Generation from Paragraphs using Coreference Resolution and Deep Learning
3. Neural Question Generation from Text: A Survey
4. Learning to Ask: Neural Question Generation for Reading Comprehension
5. Question Generation from Facts using a Tree-structured Neural Network
6. Automatic Question Generation from Knowledge Graphs
7. QG-Net
AI recommended 7 alternatives but never named teacherpeterpan/Question-Generation-Paper-List. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of teacherpeterpan/Question-Generation-Paper-List?
pass
AI did not name teacherpeterpan/Question-Generation-Paper-List — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts teacherpeterpan/Question-Generation-Paper-List in production, what risks or prerequisites should they evaluate first?
pass
AI named teacherpeterpan/Question-Generation-Paper-List explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo teacherpeterpan/Question-Generation-Paper-List solve, and who is the primary audience?
pass
AI did not name teacherpeterpan/Question-Generation-Paper-List — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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MARKDOWN (README)

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Brand-free category queries5 vs 2 in Lite
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