Meliha Yetisgen
16 papers · 2014–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (24) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π
Conference Pioneer
β
The Questioner
(3)
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(68)
Venues
Top co-authors
Research topics
Keywords
large language model
(5)
named entity recognition
(3)
information extraction
(3)
prompt engineering
(2)
clinical text
(2)
clinical note generation
(2)
clinical text extraction
(2)
social determinants of health
(2)
medical error detection
(2)
event extraction
(2)
text classification
(1)
clustering
(1)
dialogue generation
(1)
benchmark evaluation
(1)
in-context learning
(1)
data augmentation
(1)
domain adaptation
(1)
bert language model
(1)
language model evaluation
(1)
medical imaging
(1)
Papers
Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions
NAACL 2025
MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes
ACL 2025
Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models
ACL 2025
TrajSurv: Learning Continuous Latent Trajectories from Electronic Health Records for Trustworthy Survival Prediction
MLHC 2025
A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models
COLING 2024
DermaVQA: A Multilingual Visual Question Answering Dataset for Dermatology
MICCAI 2024
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
Overview of the MEDIQA-CORR 2024 Shared Task on Medical Error Detection and Correction
NAACL 2024
Overview of the MEDIQA-M3G 2024 Shared Task on Multilingual Multimodal Medical Answer Generation
NAACL 2024
To Err Is Human, How about Medical Large Language Models? Comparing Pre-trained Language Models for Medical Assessment Errors and Reliability
COLING 2024
Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts
ACL 2023
Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations
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