Shanu Kumar
11 papers · 2019–2025 · 9 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (11)
🗺️
Taxonomy Completionist
(23)
🌍
Conference Polyglot
(8)
🏆
Keyword Champion
(2)
💎
Century Club
(10)
⚡
Prolific Year
(6)
Conferences
ACL (2)
NAACL (2)
AAAI (1)
AACL (1)
COLING (1)
CVPR (1)
EACL (1)
IJCAI (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(5)
performance prediction
(3)
multilingual transformer
(2)
zero-shot transfer
(2)
agentic system
(2)
low-resource language
(2)
multilingual model
(2)
token selection
(1)
cross-lingual transfer
(1)
adversarial robustness
(1)
responsible ai
(1)
safety alignment
(1)
adversarial training
(1)
tree structure
(1)
unsupervised domain adaptation
(1)
feature selection
(1)
language model
(1)
bias mitigation
(1)
data selection
(1)
toxicity detection
(1)
Papers
SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models
AAAI 2025
Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale Datasets for Responsible LLMs
IJCAI 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
LITMUS++ : An Agentic System for Predictive Analysis of Low-Resource Languages Across Tasks and Models
AACL 2025
SCULPT: Systematic Tuning of Long Prompts
ACL 2025
Enhancing Zero-shot Chain of Thought Prompting via Uncertainty-Guided Strategy Selection
COLING 2025
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer
EACL 2023
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models
ACL 2022
”Diversity and Uncertainty in Moderation” are the Key to Data Selection for Multilingual Few-shot Transfer
NAACL 2022
Attending to Discriminative Certainty for Domain Adaptation
CVPR 2019