Shanu Kumar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Manifold Alignment

Language Modeling

Domain Adaptation

Top Venues

NAACL-HLT (Findings)

Publications

Somnath Banerjee, Soham Tripathy, Sayan Layek, Shanu Kumar, Animesh Mukherjee, Rima Hazra
SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models. CoRR (2024)
Shanu Kumar, Abbaraju Soujanya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer. EACL (2023)
Shanu Kumar, Abbaraju Soujanya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer. CoRR (2023)
Kabir Ahuja, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models. CoRR (2022)
Kabir Ahuja, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models. ACL (1) (2022)
Shanu Kumar, Sandipan Dandapat, Monojit Choudhury
"Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer. NAACL-HLT (Findings) (2022)
Shanu Kumar, Sandipan Dandapat, Monojit Choudhury
"Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer. CoRR (2022)
Shanu Kumar, Vinod Kumar Kurmi, Praphul Singh, Vinay P. Namboodiri
Mitigating Uncertainty of Classifier for Unsupervised Domain Adaptation. CoRR (2021)
Vinod Kumar Kurmi, Shanu Kumar, Vinay P. Namboodiri
Attending to Discriminative Certainty for Domain Adaptation. CoRR (2019)
Shanu Kumar, Shubham Atreja, Anjali Singh, Mohit Jain
Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues. CoRR (2019)
Vinod Kumar Kurmi, Shanu Kumar, Vinay P. Namboodiri
Attending to Discriminative Certainty for Domain Adaptation. CVPR (2019)
Shanu Kumar, Shubham Atreja, Anjali Singh, Mohit Jain
Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues. WWW (2019)