Sawan Kumar

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 10

Top Topics

Natural Language

Gaussian Process

Semantic Interpretation

Multiple Choice

Top Venues

ACL/IJCNLP (Findings)

Nat. Comput. Sci.

Publications

Sawan Kumar, Rajdip Nayek, Souvik Chakraborty
Neural Operator induced Gaussian Process framework for probabilistic solution of parametric partial differential equations. CoRR (2024)
Sawan Kumar
Answer-level Calibration for Free-form Multiple Choice Question Answering. ACL (1) (2022)
Varsha Sreenivasan, Sawan Kumar, Franco Pestilli, Partha P. Talukdar, Devarajan Sridharan
GPU-accelerated connectome discovery at scale. Nat. Comput. Sci. 2 (5) (2022)
Sawan Kumar, Partha P. Talukdar
Reordering Examples Helps during Priming-based Few-Shot Learning. CoRR (2021)
Sawan Kumar, Partha P. Talukdar
Reordering Examples Helps during Priming-based Few-Shot Learning. ACL/IJCNLP (Findings) (2021)
Sawan Kumar, Partha P. Talukdar
NILE : Natural Language Inference with Faithful Natural Language Explanations. CoRR (2020)
Sawan Kumar, Partha P. Talukdar
NILE : Natural Language Inference with Faithful Natural Language Explanations. ACL (2020)
Sawan Kumar, Sharmistha Jat, Karan Saxena, Partha P. Talukdar
Zero-shot Word Sense Disambiguation using Sense Definition Embeddings. ACL (1) (2019)
Sawan Kumar, Shweta Garg, Kartik Mehta, Nikhil Rasiwasia
Improving Answer Selection and Answer Triggering using Hard Negatives. EMNLP/IJCNLP (1) (2019)
Sawan Kumar, Varsha Sreenivasan, Partha P. Talukdar, Franco Pestilli, Devarajan Sridharan
ReAl-LiFE: Accelerating the Discovery of Individualized Brain Connectomes on GPUs. AAAI (2019)
Amal Kant, Pranmohan K. Suman, Brijesh Kumar Giri, Mukesh Tiwari, Chandranath Chatterjee, Purna C. Nayak, Sawan Kumar
Comparison of multi-objective evolutionary neural network, adaptive neuro-fuzzy inference system and bootstrap-based neural network for flood forecasting. Neural Comput. Appl. 23 (Supplement-1) (2013)