Regina Barzilay

Latest

• Conformal Language Modeling
• Conformal Prediction Sets with Limited False Positives
• Consistent Accelerated Inference via Confident Adaptive Transformers
• Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence
• Few-shot Conformal Prediction with Auxiliary Tasks
• Efficient Conformal Prediction via Cascaded Inference with Expanded Admission
• Exploiting Rules to Enhance Machine Learning in Extracting Information From Multi-Institutional Prostate Pathology Reports
• The Limitations of Stylometry for Detecting Machine-Generated Fake News
• Automatic Fact-guided Sentence Modification
• Towards Debiasing Fact Verification Models
• A Deep Learning Model to Triage Screening Mammograms: A Simulation Study
• Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing
• A Deep Learning Mammography-based Model for Improved Breast Cancer Risk Prediction
• Deep Learning Model to Assess Cancer Risk on the Basis of a Breast MR Image Alone
• Mammographic breast density assessment using deep learning: clinical implementation