Vinitra Swamy
7 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (26) 🧭 Keyword Pioneer
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Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
AAAI (2)
EMNLP (2)
COLING (1)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
bias detection
(2)
feature extraction
(1)
knowledge distillation
(1)
model distillation
(1)
question answering
(1)
text generation
(1)
multimodal learning
(1)
german language
(1)
privacy preservation
(1)
explainable ai
(1)
educational technology
(1)
time series
(1)
latent representation
(1)
lora fine-tuning
(1)
bias analysis
(1)
counterfactual explanation
(1)
pre-trained language model
(1)
causal explanation
(1)
word embedding
(1)
missing datum
(1)
Papers
Intrinsic User-Centric Interpretability through Global Mixture of Experts
ICLR 2025
iLLuMinaTE: An LLM-XAI Framework Leveraging Social Science Explanation Theories Towards Actionable Student Performance Feedback
AAAI 2025
SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling
EMNLP 2025
Ripple: Concept-Based Interpretation for Raw Time Series Models in Education
AAAI 2023
MultiMoDN—Multimodal, Multi-Task, Interpretable Modular Networks
NIPS 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