Meliha Yetisgen

16 papers · 2014–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🏃 Academic Marathon (11) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (23) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) ⚡ Prolific Year (7) 🚀 Conference Pioneer ❓ The Questioner (3) 💎 Century Club (16) 🗃️ Keyword Collector (62)

Conferences

ACL (6) COLING (4) NAACL (4) MICCAI (1) MLHC (1)

Top co-authors

Yujuan Fu (8) Wen-wai Yim (7) Ozlem Uzuner (6) Fei Xia (6) Asma Ben Abacha (6) Zhaoyi Sun (4) Giridhar Kaushik Ramachandran (3) Kevin Lybarger (3) Namu Park (2) Mari Ostendorf (1)

Keywords

large language model (5) named entity recognition (3) information extraction (3) clinical text (2) event extraction (2) prompt engineering (2) medical error detection (2) clinical note generation (2) social determinants of health (2) clinical text extraction (2) medical imaging (1) dialogue generation (1) clinical text mining (1) text generation (1) visual question answering (1) few-shot learning (1) distribution shift (1) text classification (1) medical nlp (1) in-context learning (1)

Papers

Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models ACL 2025

MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes ACL 2025

TrajSurv: Learning Continuous Latent Trajectories from Electronic Health Records for Trustworthy Survival Prediction MLHC 2025

Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions NAACL 2025

Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods COLING 2024

Is That the Right Dose? Investigating Generative Language Model Performance on Veterinary Prescription Text Analysis ACL 2024

A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models COLING 2024

To Err Is Human, How about Medical Large Language Models? Comparing Pre-trained Language Models for Medical Assessment Errors and Reliability COLING 2024

DermaVQA: A Multilingual Visual Question Answering Dataset for Dermatology MICCAI 2024

Overview of the MEDIQA-M3G 2024 Shared Task on Multilingual Multimodal Medical Answer Generation NAACL 2024

Overview of the MEDIQA-CORR 2024 Shared Task on Medical Error Detection and Correction NAACL 2024

Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations ACL 2023

Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts ACL 2023

Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning ACL 2023

Towards Automating Medical Scribing : Clinic Visit Dialogue2Note Sentence Alignment and Snippet Summarization NAACL 2021

Biomedical/Clinical NLP COLING 2014