Timothy A. Miller

4 papers · 2024–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

ACL (2) COLING (1) EMNLP (1)

Top co-authors

Dmitriy Dligach (2) Majid Afshar (2) David Harris (1) Saksham Khatwani (1) Susmitha Wunnava (1) He Cheng (1) Florence T. Bourgeois (1) Wonjin Yoon (1) Ian Bulovic (1) Maya Kruse (1)

Research topics

Machine Learning (2) Natural Language Processing (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Data Science & Analytics (1) Deep Learning (1) Healthcare & Medicine (1) Applications (1) Clinical (1) Core AI (1) Generation (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

unsupervised learning (1) natural language processing (1) text classification (1) attention mechanism (1) information extraction (1) question answering (1) named entity recognition (1) knowledge graph reasoning (1) pairwise comparison (1) electronic health record (1) zero-shot classification (1) zero-shot prompting (1) supervised machine learning (1) multi-hop retrieval (1) elo rating system (1) evidence attribution (1) knowledge graph integration (1) knowledge graph retrieval (1) auroc evaluation (1) confidence ordering (1)

Papers

LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval ACL 2026 Loyola at ArchEHR-QA 2025: Exploring Unsupervised Attribution of Generated Text: Attention and Clustering-Based Methods ACL 2025 Using tournaments to calculate AUROC for zero-shot classification with LLMs EMNLP 2025 Development of a Benchmark Corpus for Medical Device Adverse Event Detection COLING 2024