25 citations · 83 across the 27 of their papers we have counts for
4 papers · 1 filter
Guiding Attention for Self-Supervised Learning with Transformers
Ameet Deshpande, Karthik Narasimhan
In this paper, we propose a simple and effective technique to allow for efficient self-supervised learning with bi-directional Transformers. Our approach is motivated by recent stu…
Sentiment Analysis for Reinforcement Learning
Ameet Deshpande, Eve Fleisig
While reinforcement learning (RL) has been successful in natural language processing (NLP) domains such as dialogue generation and text-based games, it typically faces the problem…
Evaluating a Generative Adversarial Framework for Information Retrieval
Ameet Deshpande, Mitesh M. Khapra
Recent advances in Generative Adversarial Networks (GANs) have resulted in its widespread applications to multiple domains. A recent model, IRGAN, applies this framework to Informa…
CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes
Raeid Saqur, Ameet Deshpande
The CLEVR dataset has been used extensively in language grounded visual reasoning in Machine Learning (ML) and Natural Language Processing (NLP) domains. We present a graph parser…