47 citations · 123 across the 31 of their papers we have counts for
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Can Transformers Reason About Effects of Actions?
Pratyay Banerjee, Chitta Baral, Man Luo +4
A recent work has shown that transformers are able to "reason" with facts and rules in a limited setting where the rules are natural language expressions of conjunctions of conditi…
Towards Improving Selective Prediction Ability of NLP Systems
Neeraj Varshney, Swaroop Mishra, Chitta Baral
It's better to say "I can't answer" than to answer incorrectly. This selective prediction ability is crucial for NLP systems to be reliably deployed in real-world applications. Pri…
Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks
Swaroop Mishra, Arindam Mitra, Neeraj Varshney +2
Numerical reasoning is often important to accurately understand the world. Recently, several format-specific datasets have been proposed, such as numerical reasoning in the setting…