The gap of semantic parsing: A survey on automatic math word problem solvers
Solving mathematical word problems (MWPs) automatically is challenging, primarily due to
the semantic gap between human-readable words and machine-understandable logics …
the semantic gap between human-readable words and machine-understandable logics …
Extending SME to handle large‐scale cognitive modeling
Analogy and similarity are central phenomena in human cognition, involved in processes
ranging from visual perception to conceptual change. To capture this centrality requires that …
ranging from visual perception to conceptual change. To capture this centrality requires that …
Diagram understanding in geometry questions
Automatically solving geometry questions is a long-standing AI problem. A geometry
question typically includes a textual description accompanied by a diagram. The first step in …
question typically includes a textual description accompanied by a diagram. The first step in …
Comprehending and learning from 'visualizations': A developmental perspective
DH Uttal, KO Doherty - Visualization: Theory and practice in science …, 2008 - Springer
The use of 'visualizations' has become nearly ubiquitous in the practice, teaching, and
learning of mathematics, science, and engineering. We define 'visualizations' as any type of …
learning of mathematics, science, and engineering. We define 'visualizations' as any type of …
CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering
Abstract Diagram Question Answering (DQA) is a challenging task requiring models to
answer natural language questions based on visual diagram contexts. It serves as a crucial …
answer natural language questions based on visual diagram contexts. It serves as a crucial …
Solving geometric analogy problems through two‐stage analogical mapping
Evans' 1968 ANALOGY system was the first computer model of analogy. This paper
demonstrates that the structure mapping model of analogy, when combined with high‐level …
demonstrates that the structure mapping model of analogy, when combined with high‐level …
Towards a computational model of sketching
KD Forbus, RW Ferguson, JM Usher - Proceedings of the 6th …, 2001 - dl.acm.org
Sketching is a powerful means of interpersonal communication. While many useful
multimodal systems have been created, current systems are far from achieving human-like …
multimodal systems have been created, current systems are far from achieving human-like …
Sketching for knowledge capture: A progress report
KD Forbus, J Usher - Proceedings of the 7th international conference on …, 2002 - dl.acm.org
Many concepts and situations are best explained by sketching. This paper describes our
work on sKEA, the sketching Knowledge Entry Associate, a system designed for knowledge …
work on sKEA, the sketching Knowledge Entry Associate, a system designed for knowledge …
Computer science diagram understanding with topology parsing
Diagram is a special form of visual expression for representing complex concepts, logic, and
knowledge, which widely appears in educational scenes such as textbooks, blogs, and …
knowledge, which widely appears in educational scenes such as textbooks, blogs, and …
A computational model of visual analogies in design
We present an analysis of the work of human participants in addressing design problems by
analogy. We describe a computer program, called Galatea, that simulates the visual input …
analogy. We describe a computer program, called Galatea, that simulates the visual input …