Anson Antony

3 papers · 2024–2025 · 2 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 · Gold 🗺️ Taxonomy Completionist (10)

Venues

NAACL (2) ACL (1)

Top co-authors

Suzanne Wendelken (2) James Shanahan (1) Peter Vickers (1) Bhanu Pachipala (1) Rajashekar Korutla (1) Walid Saba (1) Annika Schoene (1) Dushyant Mahajan (1)

Research topics

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

Keywords

large language model (3) in-context learning (2) retrieval-augmented generation (2) zero-shot prompting (2) zero-shot learning (1) medical summarization (1) clinical summarization (1) mental health assessment (1) self-state dynamics (1) vector similarity (1) social media (1) semantic similarity (1) semantic embedding (1) electronic health record (1)

Papers

Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task NAACL 2025 Retrieval-Enhanced Mental Health Assessment: Capturing Self-State Dynamics from Social Media Using In-Context Learning NAACL 2025 Roux-lette at “Discharge Me!”: Reducing EHR Chart Burden with a Simple, Scalable, Clinician-Driven AI Approach ACL 2024