Meliha Yetisgen
16 papers · 2014–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
π Academic Marathon (11) π Cross-Pollinator (9) π§ Keyword Pioneer π Conference Polyglot (5) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(23)
π§
Keyword Pioneer
π
Conference Polyglot
(5)
β‘
Prolific Year
(7)
π
Conference Pioneer
β
The Questioner
(3)
π
Century Club
(16)
ποΈ
Keyword Collector
(62)
Conferences
ACL (6)
COLING (4)
NAACL (4)
MICCAI (1)
MLHC (1)
Top co-authors
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