Study maps how WildChat users ask LLMs for legal guidance
In an enriched sample, 71.1% of legal-content chats sought personalized or practical guidance; annotations are public.
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9 stories, newest first · one card per story
Stories tagged #modernbert
GitHub’s model for secret detection: Finding more secrets with less noise
GitHub's ModernBERT secret classifier raised alert acceptance 11.5% and cut median scan time by 86%.
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GitHub AI Can Spot Passwords Hidden in Code Before Developers Push Them
GitHub is previewing a ModernBERT classifier that blocks hidden passwords during pushes, beyond pattern-based scanning.
GitHub adds AI to catch passwords before a code push
GitHub is adding a ModernBERT classifier to push protection to block unstructured passwords before they enter repositories.
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Contrastive Learning for Authorship Verification
A ModernBERT bi-encoder using contrastive learning reaches 98.4% accuracy on PAN21 authorship verification.
Laya the open source version of Jev
Convai Innovations released Laya, an open-source Apache 2.0 family of non-autoregressive decision models claiming 6-8x faster inference than TypeSafe AI's Jev.
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Linkup Research Releases SPARSEUP: A 149M-Parameter Open-Source Sparse Embedding Model
Linkup Research released SPARSEUP, a 149M-parameter open-source sparse embedding model under Apache 2.0, scoring 56.4 nDCG@10 on BEIR-13.
convaiinnovations/laya — new model trending #30 on Hugging Face
Convaiinnovations releases Laya, an open-source 421M-parameter non-autoregressive decision model for calibrated email triage, phishing detection, and routing.
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Climate-ModernBERT: Revisiting Corpus Composition for Domain-Adaptive Continued Pretraining
Climate-ModernBERT domain-adapted encoders reach 76.3 average F1 across nine climate benchmarks, 2.8 points above vanilla ModernBERT-Base.