7 citations · 18 across the 10 of their papers we have counts for
3 papers · 1 filter
Successive Prompting for Decomposing Complex Questions
Dheeru Dua, Shivanshu Gupta, Sameer Singh +1
Answering complex questions that require making latent decisions is a challenging task, especially when limited supervision is available. Recent works leverage the capabilities of…
Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation
Shivanshu Gupta, Sameer Singh, Matt Gardner
A growing body of research has demonstrated the inability of NLP models to generalize compositionally and has tried to alleviate it through specialized architectures, training sche…
Unobserved Local Structures Make Compositional Generalization Hard
Ben Bogin, Shivanshu Gupta, Jonathan Berant
While recent work has convincingly showed that sequence-to-sequence models struggle to generalize to new compositions (termed compositional generalization), little is known on what…