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RGCL

JingbiaoMei•PUBLIC

📄 ACL 2024: RGCL, Retrieval-Guided Contrastive Learning for Hateful Meme Detection 📄 EMNLP 2025 (Oral): RA-HMD, Robust Adaptation of Large Multimodal Models for Retrieval-Augmented Hateful Meme Detection Official implementation with pretrained models and reproduction scripts.

acl-2024contrastive-learningemnlp-2025hateful-meme-detectionmultimodal-learningpytorch

Apache License 2.0

Created on Oct 29, 2024

Updated on Mar 29, 2026

Stars

36

Forks

7

Watchers

36

Open Issues

2

Repository Health Score

🧡

55/100

Fair

Overall repository health assessment

Score Breakdown

Activity

Regular updates - updated this month

20/30

67%

retrieval-augmented

vision-language

vision-language-models

Community

36 stars, 7 forks

0/30

0%

Documentation

Has description, wiki, license

20/20

100%

Maintenance

5.6% issue ratio

15/20

75%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Python

99.7%

Shell

0.3%

Issues Analytics

11

Total Issues

All time

2

Open

18% of total

9

Closed

82% of total

1mo

Avg Close Time

Avg response

Issues Activity: Last 6 months

Hottest Issues

1

#2 Request for Detailed Parameters on LoRA Fine-Tuning Qwen2 VL 7B with Llama Factory

24

closed

2

#3 Request to Open Source Fine-Tuning + Evaluation Code (Unsloth Version)

10

1

closed

3

#4 performance with clip backbone

6

closed

4

#7 Request for the code and detailed hyperparameter settings for the stage 2 training of the LMM-RGCL

5

closed

5

#6 Regarding Stage 1 Reproduction on HarMeme Dataset and Inquiries about Code Release

4

closed

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

JingbiaoMei

User

55

commits

Recent Commits

Add ExPO-HM ICLR 2026 acceptance to updates

jingbiaomei•1 month ago

5a09f04View on GitHub

add more reproduced results

jingbiaomei•3 months ago

82a66c7View on GitHub

Add LLaMA-Factory Ver202512 submodule and update documentation

jingbiaomei•4 months ago

2362a2eView on GitHub

update readme for clarity

jingbiaomei•4 months ago

97c0401View on GitHub

fix submodude init

jingbiaomei•4 months ago

534b854View on GitHub

update readme dataset

jingbiaomei•4 months ago

77d7ef2View on GitHub

Add LLAMA-FACTORY submodule under RA-HMD

jingbiaomei•4 months ago

ff7422bView on GitHub

add full RA-HMD code

jingbiaomei•4 months ago

24d024fView on GitHub

Restore .gitmodules and move LLAMA-FACTORY under RA-HMD

jingbiaomei•4 months ago

eb8977cView on GitHub

reformat readme, add qwen3-vl support

jingbiaomei•4 months ago

9af22e2View on GitHub

update the llamafactory trainer version

jingbiaomei•4 months ago

c946922View on GitHub

Update citation format for conference proceedings

Jingbiao Mei•4 months ago

95a7d87View on GitHub

Update RA-HMD paper reference to include Oral

Jingbiao Mei•5 months ago

92415d6View on GitHub

Document Qwen2.5-VL-7B results in Readme

Jingbiao Mei•5 months ago

a7fda86View on GitHub

Update Readme.md

Jingbiao Mei•7 months ago

cb838f8View on GitHub

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