README.md

metadata

license: mit
language:
  - en
library_name: transformers
tags:
  - multimodal
  - text-classification
  - image-classification
  - distilbert
  - vit
  - gated-fusion
  - digital-humanities

Prosody Page Classifiers

Three finetuned models for binary page classification in the Princeton Prosody Archive corpus. Labels are TU (0) and non-TU (1). Each subfolder is independently loadable — use whichever modality you have inputs for.

Folder	Model
distilbert-text/	DistilBERT text classifier (text-only)
vit-image/	ViT-base image classifier (image-only)
gated-fusion/	Gated-fusion multimodal classifier (text + image)

• distilbert-text/ and vit-image/ are standard Hugging Face repos (AutoModelForSequenceClassification / AutoModelForImageClassification).
• gated-fusion/ is a custom multimodal model; load it via the bundled modeling_gatedfusion.py (see that folder's README).

See each subfolder's README.md for a copy-paste usage snippet.