Shanu Kumar
10 papers · 2019–2025 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze
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Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Keywords
large language model
(5)
multilingual transformer
(2)
zero-shot transfer
(2)
performance prediction
(2)
multilingual model
(2)
token selection
(1)
cross-lingual transfer
(1)
adversarial robustness
(1)
adversarial training
(1)
unsupervised domain adaptation
(1)
responsible ai
(1)
safety alignment
(1)
low-resource language
(1)
tree structure
(1)
feature selection
(1)
data selection
(1)
bias mitigation
(1)
toxicity detection
(1)
uncertainty estimation
(1)
adversarial perturbation
(1)
Papers
Enhancing Zero-shot Chain of Thought Prompting via Uncertainty-Guided Strategy Selection
COLING 2025
LITMUS++ : An Agentic System for Predictive Analysis of Low-Resource Languages Across Tasks and Models
IJCNLP 2025
Navigating the Cultural Kaleidoscope: A Hitchhiker’s Guide to Sensitivity in Large Language Models
NAACL 2025
SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models
AAAI 2025
SCULPT: Systematic Tuning of Long Prompts
ACL 2025
Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale Datasets for Responsible LLMs
IJCAI 2025
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer
EACL 2023
”Diversity and Uncertainty in Moderation” are the Key to Data Selection for Multilingual Few-shot Transfer
NAACL 2022
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models
ACL 2022
Attending to Discriminative Certainty for Domain Adaptation
CVPR 2019