25 citations · 75 across the 13 of their papers we have counts for
18 papers
Bridging Natural Language and Interactive What-If Interfaces via LLM-Generated Declarative Specification
Sneha Gathani, Sirui Zeng, Diya Patel +5
What-if analysis (WIA) is an iterative, multi-step process where users explore and compare hypothetical scenarios by adjusting parameters, applying constraints, and scoping data th…
PRAXA: A Grammar for What-If Analysis
Sneha Gathani, Kevin Li, Raghav Thind +5
What-if analysis is widely used to explore hypothetical scenarios and evaluate alternative pathways to desired results. However, current approaches are fragmented: systems implemen…
Humboldt: Metadata-Driven Extensible Data Discovery
Alex Bäuerle, Çağatay Demiralp, Michael Stonebraker
Data discovery is crucial for data management and analysis and can benefit from better utilization of metadata. For example, users may want to search data using queries like ``find…
TagRuler: Interactive Tool for Span-Level Data Programming by Demonstration
Dongjin Choi, Sara Evensen, Çağatay Demiralp +1
Despite rapid developments in the field of machine learning research, collecting high-quality labels for supervised learning remains a bottleneck for many applications. This diffic…
Enhancing Review Comprehension with Domain-Specific Commonsense
Aaron Traylor, Chen Chen, Behzad Golshan +6
Review comprehension has played an increasingly important role in improving the quality of online services and products and commonsense knowledge can further enhance review compreh…
Teddy: A System for Interactive Review Analysis
Xiong Zhang, Jonathan Engel, Sara Evensen +3
Reviews are integral to e-commerce services and products. They contain a wealth of information about the opinions and experiences of users, which can help better understand consume…