Sharmin Sultana

3 papers · 2025–2026 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (15) 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer ❓ The Questioner

Conferences

EMNLP (2) EACL (1)

Top co-authors

Zonghai Yao (3) Hong Yu (3) Sravanthi Machcha (2) Sushrita Yerra (2) Manav Shaileshkumar Mistry (1) Sunjae Kwon (1) Hieu Tran (1) yuan zhang (1) Won Seok Jang (1) Sahil Gupta (1)

Keywords

large language model (3) conformal prediction (2) medical question answering (2) abstention mechanism (1) proximal policy optimization (1) patient education (1) uncertainty awareness (1) reinforcement learning (1) clinical uncertainty (1) uncertainty quantification (1) conversational ai (1)

Papers

Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty EACL 2026

Chatbot To Help Patients Understand Their Health EMNLP 2025

Do Large Language Models Know When Not to Answer in Medical QA? EMNLP 2025