Ozlem Uzuner
28 papers · 2005–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Academic Marathon (20) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (14)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(35)
π§¬
Topic Evolution
π
Keyword Champion
(2)
β‘
Prolific Year
(5)
π
Century Club
(28)
β
The Questioner
ποΈ
Keyword Collector
(98)
π
Conference Pioneer
Conferences
COLING (8)
NAACL (6)
ACL (5)
SEMEVAL (4)
IJCNLP (3)
EACL (1)
EMNLP (1)
Top co-authors
Keywords
text classification
(10)
named entity recognition
(6)
information extraction
(4)
sequence labeling
(4)
semantic processing
(3)
long short-term memory
(3)
prompt engineering
(3)
social media mining
(3)
source-free domain adaptation
(3)
negation detection
(3)
large language model
(3)
ensemble method
(2)
chain-of-thought prompting
(2)
transfer learning
(2)
recurrent neural network
(2)
medical entity extraction
(2)
sentiment analysis
(2)
natural language understanding
(2)
machine-generated text detection
(2)
offensive language detection
(2)
Papers
Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach
COLING 2025
Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models
ACL 2025
MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses
NAACL 2025
Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions
NAACL 2025
A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models
COLING 2024
MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection
NAACL 2024
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods
COLING 2024
Enhancing Consumer Health Question Reformulation: Chain-of-Thought Prompting Integrating Focus, Type, and User Knowledge Level
COLING 2024
MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection
SEMEVAL 2024
M1437 at BLP-2023 Task 2: Harnessing Bangla Text for Sentiment Analysis: A Transformer-based Approach
EMNLP 2023
Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning
ACL 2023
MasonNLP+ at SemEval-2023 Task 8: Extracting Medical Questions, Experiences and Claims from Social Media using Knowledge-Augmented Pre-trained Language Models
ACL 2023
MasonNLP+ at SemEval-2023 Task 8: Extracting Medical Questions, Experiences and Claims from Social Media using Knowledge-Augmented Pre-trained Language Models
SEMEVAL 2023
Leveraging Offensive Language for Sarcasm and Sentiment Detection in Arabic
EACL 2021
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing
IJCNLP 2021
MNLP at MEDIQA 2021: Fine-Tuning PEGASUS for Consumer Health Question Summarization
NAACL 2021
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing
SEMEVAL 2021
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing
ACL 2021
Ensemble BERT for Classifying Medication-mentioning Tweets
COLING 2020
SalamNET at SemEval-2020 Task 12: Deep Learning Approach for Arabic Offensive Language Detection
COLING 2020
SalamNET at SemEval-2020 Task 12: Deep Learning Approach for Arabic Offensive Language Detection
SEMEVAL 2020
Deep Learning for Identification of Adverse Effect Mentions In Twitter Data
ACL 2019
CLPsych 2019 Shared Task: Predicting the Degree of Suicide Risk in Reddit Posts
NAACL 2019
Enhancing Cohesion and Coherence of Fake Text to Improve Believability for Deceiving Cyber Attackers
COLING 2018
Biomedical/Clinical NLP
COLING 2014
Role of Local Context in Automatic Deidentification of Ungrammatical, Fragmented Text
NAACL 2006
A Comparative Study of Language Models for Book and Author Recognition
IJCNLP 2005
Lexical Chains and Sliding Locality Windows in Content-based Text Similarity Detection
IJCNLP 2005