Shanu Kumar

According to our database, Shanu Kumar authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SCULPT: Systematic Tuning of Long Prompts.

Shanu Kumar, Akhila Yesantarao Venkata, Shubhanshu Khandelwal, Bishal Santra, Parag Agrawal, Manish Gupta

CoRR, 2024

Navigating the Cultural Kaleidoscope: A Hitchhiker's Guide to Sensitivity in Large Language Models.

Somnath Banerjee, Sayan Layek, Hari Shrawgi, Rajarshi Mandal, Avik Halder, Shanu Kumar, Sagnik Basu, Parag Agrawal, Rima Hazra, Animesh Mukherjee

CoRR, 2024

SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models.

Somnath Banerjee, Soham Tripathy, Sayan Layek, Shanu Kumar, Animesh Mukherjee, Rima Hazra

CoRR, 2024

2023

DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer.

Shanu Kumar, Abbaraju Soujanya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

"Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer.

Shanu Kumar, Sandipan Dandapat, Monojit Choudhury

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models.

Kabir Ahuja, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Mitigating Uncertainty of Classifier for Unsupervised Domain Adaptation.

Shanu Kumar, Vinod Kumar Kurmi, Praphul Singh, Vinay P. Namboodiri

CoRR, 2021

2019

Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues.

Shanu Kumar, Shubham Atreja, Anjali Singh, Mohit Jain

Proceedings of the World Wide Web Conference, 2019

Attending to Discriminative Certainty for Domain Adaptation.

Vinod Kumar Kurmi, Shanu Kumar, Vinay P. Namboodiri

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019