metadata
base_model: FacebookAI/xlm-mlm-100-1280
language:
- crk
license: cc-by-4.0
pipeline_tag: text-classification
tags:
- figurative-language
- text-classification
- plains-cree
- clkd
- low-resource
- calibrated
xlm-mlm-abl-no-tlm-plains-cree-en-calibrated
FacebookAI/xlm-mlm-100-1280 calibrated on DeepSeek-annotated Bloomfield Plains Cree sentences for figurative language detection.
Training
Low-LR calibration of a CLKD checkpoint on gold/silver Bloomfield validation data (all DeepSeek-annotated sentences).
Ablation condition: no TLM warmup — base model → CLKD → Calibrate
Base checkpoint: FacebookAI/xlm-mlm-100-1280
Literal : figurative ratio: 3:1 | Epochs: 15 | Learning rate: 5e-06
Hardware: 1× NVIDIA A100 40 GB
Labels: literal (0), idiom (1), metaphor (2), simile (3)
Intended use
Final deployed checkpoint for figurative language detection in Plains Cree.
Citation
If you use this model, please cite the associated thesis/paper (TBD).
Data
Training data includes:
- Bloomfield (1934) Plains Cree Texts (scraped and sentence-aligned)
- EdTeKLA Indigenous Languages Corpora