RRepoGEO

REPOGEO REPORT · LITE

zhangshaolei1998/Awesome-Simultaneous-Translation

Default branch main · commit c6eadb01 · scanned 6/9/2026, 10:08:00 AM

GitHub: 580 stars · 9 forks

AI VISIBILITY SCORE
15 /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
0 / 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 zhangshaolei1998/Awesome-Simultaneous-Translation, 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
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT License) in the repository root.
  • highreadme#2
    Reposition the README opening to emphasize 'curated awesome list'

    Why:

    CURRENT
    This repository collects the tookits, common datasets and paper list related to the research on **Simultaneous Translation**. This repository is continuously updating...
    COPY-PASTE FIX
    This is a curated awesome list and continuously updated repository collecting essential toolkits, common datasets, and a comprehensive paper list related to the research on **Simultaneous Translation**.
  • mediumhomepage#3
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    Add a relevant URL (e.g., a project page, a related publication, or the repository URL itself) to the 'Homepage' field in the repository settings.

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 zhangshaolei1998/Awesome-Simultaneous-Translation
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Scholar
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Scholar · recommended 1×
  2. ACL Anthology · recommended 1×
  3. arXiv.org · recommended 1×
  4. Semantic Scholar · recommended 1×
  5. Microsoft Academic · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of papers on real-time language translation?
    you: not recommended
    AI recommended (in order):
    1. Google Scholar
    2. ACL Anthology
    3. arXiv.org
    4. Semantic Scholar
    5. Microsoft Academic
    6. Zotero
    7. Mendeley

    AI recommended 7 alternatives but never named zhangshaolei1998/Awesome-Simultaneous-Translation. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What resources are available for building and evaluating streaming speech translation systems?
    you: not recommended
    AI recommended (in order):
    1. fairseq S2T
    2. ESPnet
    3. Hugging Face Transformers
    4. SeamlessM4T
    5. Whisper
    6. Google Cloud Translation API
    7. Google Cloud Speech-to-Text API
    8. Amazon Translate
    9. Amazon Transcribe
    10. Microsoft Azure AI Speech
    11. Azure AI Translator

    AI recommended 11 alternatives but never named zhangshaolei1998/Awesome-Simultaneous-Translation. 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 zhangshaolei1998/Awesome-Simultaneous-Translation?
    pass
    AI did not name zhangshaolei1998/Awesome-Simultaneous-Translation — 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 zhangshaolei1998/Awesome-Simultaneous-Translation in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name zhangshaolei1998/Awesome-Simultaneous-Translation — 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?

  • In one sentence, what problem does the repo zhangshaolei1998/Awesome-Simultaneous-Translation solve, and who is the primary audience?
    pass
    AI did not name zhangshaolei1998/Awesome-Simultaneous-Translation — 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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