Vinitra Swamy
7 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(26)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Deep Learning
(4)
Natural Language Processing
(3)
Application Areas
(3)
Applications
(2)
Architectures
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Interdisciplinary
(1)
Education
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Keywords
bias detection
(2)
knowledge distillation
(1)
mixture of expert
(1)
question answering
(1)
text generation
(1)
multimodal learning
(1)
model distillation
(1)
german language
(1)
privacy preservation
(1)
explainable ai
(1)
educational technology
(1)
time series
(1)
latent representation
(1)
lora fine-tuning
(1)
feature extraction
(1)
sparse activation
(1)
bias analysis
(1)
counterfactual explanation
(1)
pre-trained language model
(1)
multi-task learning
(1)
Papers
iLLuMinaTE: An LLM-XAI Framework Leveraging Social Science Explanation Theories Towards Actionable Student Performance Feedback
AAAI 2025
Intrinsic User-Centric Interpretability through Global Mixture of Experts
ICLR 2025
SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling
EMNLP 2025
MultiMoDN—Multimodal, Multi-Task, Interpretable Modular Networks
NeurIPS 2023
Ripple: Concept-Based Interpretation for Raw Time Series Models in Education
AAAI 2023
Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance
EMNLP 2023
Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data Modeling
COLING 2022