boostedprob 0.1.1

Utilities to identify dominant tokens and compute boosted model probabilities for Quality Estimation.

BoostedProb

Implementation of Boosted Model Probability (BoostedProb) for Quality Estimation introduced in the paper: Are Generative Models Underconfident? Better Quality Estimation with Boosted Model Probability (EMNLP 2025 Main).

Install

From PyPI (recommended):

pip install boostedprob

From GitHub (latest development version):

pip install "git+https://github.com/TuAnh23/boostedprob.git"

Or install locally in editable mode:

git clone https://github.com/TuAnh23/boostedprob.git
cd boostedprob
pip install -e .

Examples

See the examples/ folder for integration with Hugging Face models.