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cs.CL2021
Reordering Examples Helps during Priming-based Few-Shot Learning
Sawan Kumar, Partha Talukdar
The ability to learn from limited data, or few-shot learning, is a desirable and often critical requirement for NLP systems. While many existing methods do poorly at learning from…
cs.CL2020
NILE : Natural Language Inference with Faithful Natural Language Explanations
Sawan Kumar, Partha Talukdar
The recent growth in the popularity and success of deep learning models on NLP classification tasks has accompanied the need for generating some form of natural language explanatio…