Communicating semantic part information in drawings. - Kushin Mukherjee; Robert X. D. Hawkins; Judith W. Fan (CogSci, 2019)

From Images to Symbols: Drawing as a Window into the Mind. - Kushin Mukherjee; Holly Huey; Timothy T. Rogers; Judith E. Fan (CogSci, 2022)

Context Matters: A Theory of Semantic Discriminability for Perceptual Encoding Systems. - Kushin Mukherjee; Brian Yin; Brianne E. Sherman; Laurent Lessard; Karen B. Schloss (IEEE Trans. Vis. Comput. Graph., 2022)

Evaluating machine comprehension of sketch meaning at different levels of abstraction. - Kushin Mukherjee; Xuanchen Lu; Holly Huey; Yael Vinker; Rio Aguina-Kang; Ariel Shamir; Judith E. Fan (CogSci, 2023)

Behavioral estimates of conceptual structure are robust across tasks in humans but not large language models. - Siddharth Suresh; Kushin Mukherjee; Lisa Padua; Timothy T. Rogers (CogSci, 2023)

Conceptual structure coheres in human cognition but not in large language models. - Siddharth Suresh; Kushin Mukherjee; Xizheng Yu; Wei-Chun Huang; Lisa Padua; Timothy T. Rogers (EMNLP, 2023)

Human-machine cooperation for semantic feature listing. - Kushin Mukherjee; Siddharth Suresh; Timothy T. Rogers (Tiny Papers @ ICLR, 2023)

Semantic feature verification in FLAN-T5. - Siddharth Suresh; Kushin Mukherjee; Timothy T. Rogers (Tiny Papers @ ICLR, 2023)

SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction. - Kushin Mukherjee; Holly Huey; Xuanchen Lu; Yael Vinker; Rio Aguina-Kang; Ariel Shamir; Judith E. Fan (NeurIPS, 2023)

Large Language Models estimate fine-grained human color-concept associations. - Kushin Mukherjee; Timothy T. Rogers; Karen B. Schloss (CoRR, 2024)

AI-enhanced semantic feature norms for 786 concepts. - Siddharth Suresh; Kushin Mukherjee; Tyler Giallanza; Xizheng Yu; Mia Patil; Jonathan D. Cohen 003; Timothy T. Rogers (CoRR, 2025)

CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models. - Arnav Verma; Kushin Mukherjee; Christopher Potts; Elisa Kreiss; Judith E. Fan (CoRR, 2025)

Evaluating Steering Techniques using Human Similarity Judgments. - Zach Studdiford; Timothy T. Rogers; Siddharth Suresh; Kushin Mukherjee (CoRR, 2025)