Exploring Human and Language Model Alignment in Perceived Design Similarity Using Ordinal Embeddings

Keyphrases

• Human Model 100%
• Language Model 100%
• Likert Scale 40%
• Engineering Design 20%
• Triplet 20%
• Design Concept 20%
• Human-like 20%
• Modeling Language 20%
• Word Embedding 20%
• Design Evaluation 20%
• Text-dependent 20%
• Design Drawing 20%
• Human Judgment 20%
• Evaluation Task 20%
• Semantic Similarity 20%
• Large Language Models 20%
• Design Description 20%
• Language Model Evaluation 20%
• Vision-language Models 20%

Computer Science

• Language Modeling 100%
• Large Language Model 14%
• Word Embedding 14%