RRepoGEO

REPOGEO REPORT · LITE

changwookjun/nlp-paper

Default branch master · commit 764cd42a · scanned 6/9/2026, 7:33:11 AM

GitHub: 595 stars · 122 forks

AI VISIBILITY SCORE
28 /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
2 / 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 changwookjun/nlp-paper, 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
  • highreadme#1
    Clarify repository purpose in README and About description

    Why:

    CURRENT
    Description: "NLP Paper". README starts with "natural language processing paper list".
    COPY-PASTE FIX
    Update GitHub repository description to: "A curated reading list of essential NLP research papers, featuring personal summaries and key insights."
Add to the very beginning of the README: "This repository serves as a meticulously curated reading list of essential Natural Language Processing (NLP) research papers, complete with personal summaries and key insights. It is designed for researchers, students, and practitioners seeking to explore and organize relevant literature, rather than providing code implementations."
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    License: (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root, choosing an appropriate open-source license (e.g., MIT, Apache-2.0, GPL-3.0) for the curated list and summaries.
  • mediumtopics#3
    Add specific topics related to 'reading list' and 'summaries'

    Why:

    CURRENT
    bert, deeplearning, language-model, meachinelearning, nlp, paper, transfer-learning, transformer
    COPY-PASTE FIX
    bert, deeplearning, language-model, meachinelearning, nlp, paper, transfer-learning, transformer, reading-list, paper-list, research-papers, literature-review, paper-summaries

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 changwookjun/nlp-paper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
BERT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. BERT · recommended 1×
  2. GPT · recommended 1×
  3. RoBERTa · recommended 1×
  4. XLNet · recommended 1×
  5. Reformer · recommended 1×
  • CATEGORY QUERY
    What are the essential research papers for understanding modern transformer models and BERT?
    you: not recommended
    AI recommended (in order):
    1. BERT
    2. GPT
    3. RoBERTa
    4. XLNet
    5. Reformer
    6. Longformer

    AI recommended 6 alternatives but never named changwookjun/nlp-paper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a curated list of papers on different natural language processing tasks?
    you: not recommended
    AI recommended (in order):
    1. Papers With Code
    2. ACL Anthology
    3. Hugging Face Blog/Research
    4. Distill.pub
    5. arXiv
    6. Awesome NLP

    AI recommended 6 alternatives but never named changwookjun/nlp-paper. 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 changwookjun/nlp-paper?
    pass
    AI named changwookjun/nlp-paper explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts changwookjun/nlp-paper in production, what risks or prerequisites should they evaluate first?
    pass
    AI named changwookjun/nlp-paper 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 changwookjun/nlp-paper solve, and who is the primary audience?
    pass
    AI did not name changwookjun/nlp-paper — 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

Drop this badge into the README of changwookjun/nlp-paper. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/changwookjun/nlp-paper.svg)](https://repogeo.com/en/r/changwookjun/nlp-paper)
HTML
<a href="https://repogeo.com/en/r/changwookjun/nlp-paper"><img src="https://repogeo.com/badge/changwookjun/nlp-paper.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

changwookjun/nlp-paper — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite