modern-bert

Trajectory Classification with the new architecture of BERT, the 'ModernBERT'

Defense-in-depth input safety for LLMs — perplexity gate + FAISS + ModernBERT + LoRA + Llama Guard 3, behind a deterministic policy gate. 99.88% accuracy, 99.47% jailbreak recall, calibrated confidence, ONNX-optimized. Live demo on HF Spaces.

ModernBERT NER ablation study evaluating document-level context and CRF decoding

LangaduEnglish is a modern language learning app that helps you improve your English through synchronized AI voice reading, interactive vocabulary tools, and bilingual translation. Whether you're a beginner or an advanced learner, Langadu makes studying easier, smarter, and more engaging.

Neural architecture for clause-level human memorability prediction using ModernBERT, learned semantic memory, and pairwise ranking.

Tariff War & Topic Modeling & Bert

Coherence’s submission for the ICWSM 2026 FMD shared task (3rd place). Here, we create prosecution and defense arguments for each financial claim using DeepSeek-chat, and a frozen ModernBERT + CNN-BiGRU classifier with attention judges the claim based on them.