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Katherine Tian

3 papers · 2023–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (11)

Venues

EMNLP (1) ICLR (1) MIDL (1)

Top co-authors

Eric Mitchell (2) Huaxiu Yao (2) Chelsea Finn (2) Fardad Behzadi (1) Christopher Manning (1) Rafael Rafailov (1) Jaehwan Jeong (1) Juan Calle (1) Pranav Rajpurkar (1) Sina Hartung (1)

Research topics

Machine Learning (2) Learning Types (2) Artificial Intelligence (1) Natural Language Processing (1) Application Areas (1) Applications (1) Bayesian & Probabilistic (1) Core AI (1) Core Methods (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

large language model (2) direct preference optimization (1) confidence calibration (1) medical report generation (1) reinforcement learning from human feedback (1) probability calibration (1) chest x-ray (1) radiology report (1) expected calibration error (1) image-text matching (1) confidence score (1) retrieval-based generation (1) contrastive learning (1) deferral to expert (1)

Papers

Fine-Tuning Language Models for Factuality ICLR 2024 Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback EMNLP 2023 Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report Generation MIDL 2023