Bridging Natural Language and Interactive What-If Interfaces via LLM-Generated Declarative Specification
Sneha Gathani, Sirui Zeng, Diya Patel, Ryan A. Rossi, Dan Marshall, Çağatay Demiralp, Steven Drucker, Zhicheng Liu
April 2026
Dan Marshall
Principal Research Software Development Engineer
Publications
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Mimetic Alignment with ASPECT: Evaluation of AI-inferred Personal Profiles
Ruoxi Shang, Dan Marshall, Edward Cutrell, Denae Ford
March 2026
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Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
CHI 2025 | April 2025
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Bridging Natural Language and Interactive What-If Interfaces via LLM-Generated Declarative Specification
Sneha Gathani, Sirui Zeng, Diya Patel, Ryan A. Rossi, Dan Marshall, Çağatay Demiralp, Steven Drucker, Zhicheng Liu
April 2026
-
Mimetic Alignment with ASPECT: Evaluation of AI-inferred Personal Profiles
Ruoxi Shang, Dan Marshall, Edward Cutrell, Denae Ford
March 2026
-
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
CHI 2025 | April 2025
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Bridging Natural Language and Interactive What-If Interfaces via LLM-Generated Declarative Specification
Sneha Gathani, Sirui Zeng, Diya Patel, Ryan A. Rossi, Dan Marshall, Çağatay Demiralp, Steven Drucker, Zhicheng Liu
April 2026
-
Mimetic Alignment with ASPECT: Evaluation of AI-inferred Personal Profiles
Ruoxi Shang, Dan Marshall, Edward Cutrell, Denae Ford
March 2026
-
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
CHI 2025 | April 2025
-
-
-
Mimetic Alignment with ASPECT: Evaluation of AI-inferred Personal Profiles
Ruoxi Shang, Dan Marshall, Edward Cutrell, Denae Ford
March 2026
-
-
-
Bridging Natural Language and Interactive What-If Interfaces via LLM-Generated Declarative Specification
Sneha Gathani, Sirui Zeng, Diya Patel, Ryan A. Rossi, Dan Marshall, Çağatay Demiralp, Steven Drucker, Zhicheng Liu
April 2026
-
Mimetic Alignment with ASPECT: Evaluation of AI-inferred Personal Profiles
Ruoxi Shang, Dan Marshall, Edward Cutrell, Denae Ford
March 2026
-
-
-
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
CHI 2025 | April 2025
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