andreadm/reddit-pulse-bert
Text Classification • 82.1M • Updated • 11 • 1
Directional inflation-expectation classifiers (up / neutral / down) for Reddit posts, from Del Monaco, Longo, Marcucci & Tafani (2026).
Note InflaReddert: full fine-tune of MAPAi/InflaBERT (DistilRoBERTa, 82M params) on hand-labelled Reddit titles. Predicts whether a text says prices are heading up, down, or neither. It tracks direction, not sentiment. Held-out test: accuracy 0.741, weighted F1 0.739, macro F1 0.722, ROC-AUC 0.872. Median-performing seed of a multi-seed run.