activity
20162025
most citedJury Learning: Integrating Dissenting Voices into Machine Learning Models

130 citations · 306 across the 10 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

cs.HC2024★ 42 cited

Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM

Michelle S. Lam, Janice Teoh, James Landay +2

Data analysts have long sought to turn unstructured text data into meaningful concepts. Though common, topic modeling and clustering focus on lower-level keywords and require signi…

cs.LG2024★ 3 cited

Clarify: Improving Model Robustness With Natural Language Corrections

Yoonho Lee, Michelle S. Lam, Helena Vasconcelos +2

The standard way to teach models is by feeding them lots of data. However, this approach often teaches models incorrect ideas because they pick up on misleading signals in the data…