Quantitative Reasoning
task
ID: quantitativereasoning
Related Papers
Reasoning about Quantities in Natural Language
AbstractLittle work from the Natural Language Processing community has targeted the role of quantities in Natural Language Understanding. This paper takes some key steps towards facilitating reasoning about quantities expressed …...
EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference
AbstractQuantitative reasoning is a higher-order reasoning skill that any intelligent natural language understanding system can reasonably be expected to handle. We present EQUATE (Evaluating Quantitative Understanding Aptitude in Textual Entailment), …...
Improving compositional generalization for multi-step quantitative reasoning in question answering
AbstractQuantitative reasoning is an important aspect of question answering, especially when numeric and verbal cues interact to indicate sophisticated, multi-step programs. In this paper, we demonstrate how modeling the compositional …...