Faiza Khan Khattak
6 papers · 2016–2025 · 4 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Applications
(2)
Core Methods
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
language model
(2)
text classification
(2)
clinical text mining
(2)
preference optimization
(1)
bias detection
(1)
machine unlearning
(1)
ai safety
(1)
clinical prediction
(1)
adversarial attack
(1)
task vector
(1)
bias reduction
(1)
entity extraction
(1)
social bia
(1)
topic extraction
(1)
dialogue understanding
(1)
clinical entity extraction
(1)
diagnosis classification
(1)
clinical note generation
(1)
societal bia
(1)
Papers
Red-Teaming for Uncovering Societal Bias in Large Language Models
ACL 2025
Can Machine Unlearning Reduce Social Bias in Language Models?
EMNLP 2024
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support
EMNLP 2022
Extracting relevant information from physician-patient dialogues for automated clinical note taking
EMNLP 2019
Predicting ICU transfers using text messages between nurses and doctors
NAACL 2019
Toward a Robust and Universal Crowd-Labeling Framework
IJCAI 2016