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meme-analysis

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DS4AI-UPB / VANGUARD-CLEF2026-EXIST

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Human-centered multimodal sexism detection for EXIST 2026 (CLEF) Task 2: a five-stream FiLM-conditioned cross-attention model that fuses meme text, image, annotator demographics, and biometric signals. Team VANGUARD.

nlp pytorch eeg eye-tracking lora label-distribution-learning multimodal-learning clef hate-speech-detection human-centered-ai xlm-roberta sexism-detection cross-attention meme-analysis vision-language-models film-conditioning clef-2026 exist-2026 learning-with-disagreement biometric-signals
  • Updated Jun 20, 2026
  • Python
meme-sommelier-agent

Meme-Sommelier / meme-sommelier-agent

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Meme Sommelier: a multimodal ML + VLM workbench for Memotion7K meme humor analysis. Combines text, image, CLIP fusion, Gemini-generated H-layer mechanisms, unsupervised clustering, and a Streamlit agent to explain why memes land or fail.

python nlp data-science machine-learning computer-vision clustering unsupervised-learning clip humor-detection multimodal-learning interpretable-ml explainable-ai gemini-api social-media-analytics streamlit-app ai-agent meme-analysis vision-language-models latent-mechanisms
  • Updated May 28, 2026
  • Jupyter Notebook

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