← Authors

Ozlem Uzuner

28 papers · 2005–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (20) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (35) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (5) πŸ’Ž Century Club (28) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (98) πŸš€ Conference Pioneer

Conferences

COLING (8) NAACL (6) ACL (5) SEMEVAL (4) IJCNLP (3) EACL (1) EMNLP (1)

Top co-authors

Meliha Yetisgen (6) Jooyeon Lee (5) Giridhar Kaushik Ramachandran (5) Kevin Lybarger (5) Sam Henry (4) Timothy Miller (3) Fatemah Husain (3) Yujuan Fu (3) Yiyun Zhao (3) Steven Bethard (3)

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