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Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models [PDF]

open access: greenConference on Empirical Methods in Natural Language Processing
Despite recent advances demonstrating vision- language models’ (VLMs) abilities to describe complex relationships among objects in images using natural language, their capability to quantitatively reason about object sizes and distances remains ...
Yuan-Hong Liao   +3 more
semanticscholar   +2 more sources

Quantitative Reasoning

2020
Is college worth the cost? Should I worry about arsenic in my rice? Can we recycle pollution? Real questions of personal finance, public health, and social policy require sober, data-driven analyses.
E. Zaslow
openaire   +2 more sources

Quantitative Reasoning

Mastering the UCAT, 2018
Review of Essential Skills and Problem Solving (81 topics) Place Value and Rounding (8 topics) Whole number place value: Problem type 1 ◊ Whole number place value: Problem type 2 ◊ Rounding to tens or hundreds ◊ Rounding to hundreds or thousands ...
Christopher Nordstrom   +2 more
openaire   +2 more sources

BizBench: A Quantitative Reasoning Benchmark for Business and Finance

Annual Meeting of the Association for Computational Linguistics, 2023
Answering questions within business and finance requires reasoning, precision, and a wide-breadth of technical knowledge. Together, these requirements make this domain difficult for large language models (LLMs).
Rik Koncel-Kedziorski   +5 more
semanticscholar   +1 more source

Geometric Transformations Through Quantitative Reasoning [PDF]

open access: green, 2022
Gülseren Karagöz Akar   +3 more
openaire   +2 more sources

Calculus students’ quantitative reasoning in the context of solving related rates of change problems

Mathematical Thinking and Learning, 2020
Despite the increasing amount of research on students’ quantitative reasoning at the secondary level, research on students’ quantitative reasoning at the undergraduate level is scarce.
T. Mkhatshwa
semanticscholar   +1 more source

Developing Quantitative Reasoning:

The Journal of General Education, 2012
Abstract In recent years, a number of universities have added quantitative reasoning to their general education program. A common approach requires the completion of a course from a list of mostly mathematics courses. This article presents the results of a study showing that traditional math courses may not necessarily be sufficient.
Ma Zenia Agustin   +3 more
openaire   +1 more source

Examining the reciprocal relations of mathematics anxiety to quantitative reasoning and number knowledge in Chinese children

, 2020
This study aimed to examine the longitudinal relations of mathematics anxiety to quantitative reasoning and number knowledge in Chinese children. Three hundred and sixteen 6-year-old Chinese children in Hong Kong participated in two waves of assessments,
Boby Ho-Hong Ching   +3 more
semanticscholar   +1 more source

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