Augustin Toma

4 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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

Venues

NAACL (2) ACL (1) MICCAI (1)

Top co-authors

Bo Wang (4) Ronald Xie (3) Steven Palayew (2) Congyu Fang (1) John Giorgi (1) Patrick Lawler (1) Mohammed Baharoon (1) Sondra Chen (1) Gary Bader (1) Grace Zheng (1)

Research topics

Natural Language Processing (3) Artificial Intelligence (2) Applications (2) Core AI (2) Resources & Methods (2) Deep Learning (1) Healthcare & Medicine (1) Clinical (1) Generation (1) Learning Paradigms (1) Learning Types (1)

Keywords

large language model (3) few-shot learning (1) text classification (1) visual question answering (1) in-context learning (1) text generation (1) multimodal learning (1) prompt optimization (1) dialogue summarization (1) clinical note generation (1) doctor-patient conversation (1) image classification (1) medical error detection (1)

Papers

Exploring the Design Space of 3D MLLMs for CT Report Generation MICCAI 2025 WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction NAACL 2024 WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models NAACL 2024 WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models ACL 2023