Avani Gupta
4 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(14)
Conferences
COLING (1)
EMNLP (1)
ICCV (1)
NIPS (1)
Top co-authors
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
NIPS 2023
CitRet: A Hybrid Model for Cited Text Span Retrieval
COLING 2022