← Search

Kate McCurdy

2 accepted papers

2024

Toward Compositional Behavior in Neural Models: A Survey of Current Views

EMNLP 2024main

Compositionality is a core property of natural language, and compositional behavior (CB) is a crucial goal for modern NLP systems. The research literature, however, includes conflicting perspectives on how CB should be defined, evaluated, and achieved. We propose a conceptual framework to address th…

Cited by 2SourcePDFScholar
2023

Differentiable Tree Operations Promote Compositional Generalization

ICML 2023poster

In the context of structure-to-structure transformation tasks, learning sequences of discrete symbolic operations poses significant challenges due to their non-differentiability. To facilitate the learning of these symbolic sequences, we introduce a differentiable tree interpreter that compiles high…