Avani Gupta
4 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Natural Language Processing
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Resources & Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Applications · Computer Science
(1)
Clinical
(1)
Core Methods
(1)
Learning Types
(1)
Techniques
(1)
Keywords
adversarial robustness
(1)
backdoor defense
(1)
text representation
(1)
neural network interpretability
(1)
deep learning
(1)
document analysis
(1)
text retrieval
(1)
semantic similarity
(1)
semantic embedding
(1)
adversarial perturbation
(1)
bias analysis
(1)
healthcare application
(1)
scientific document
(1)
model debiasing
(1)
demographic bia
(1)
semantic textual similarity
(1)
text similarity
(1)
cited text span retrieval
(1)
activation space
(1)
semantic trigger
(1)
Papers
Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency
EMNLP 2025
Prototype Guided Backdoor Defense via Activation Space Manipulation
ICCV 2025
Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement
NeurIPS 2023
CitRet: A Hybrid Model for Cited Text Span Retrieval
COLING 2022