Stephanie Eckman
Stephanie Eckman
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Annotation Sensitivity: Training Data Collection Methods Affect Model Performance
5 minute lightening talk to research into how to collect annotations for NLP models
Aug 22, 2023 6:30 PM
Arlington, VA
Stephanie Eckman
Project
Slides
Video
Improving Label Collection Through Social Science Insights
As many in the AI field transition from a model-centric to a data-centric approach, the quality of training data is receiving increased …
May 11, 2022 8:30 AM
Stephanie Eckman
Project
Slides
Video
stephnie
Using Passive Data to Supplement or Replace Survey Data
Dec 1, 2021 10:00 AM
Stephanie Eckman
Project
Slides
stephnie
Comparing Estimates of News Consumption from Survey and Passively Collected Behavioral Data
Surveys are a vital tool for understanding public opinion and knowledge, but they can also yield biased estimates of behavior. Here we …
Tobias Konitzer
,
Jennifer Allen
,
Stephanie Eckman
,
Baird Howland
,
Markus Mobius
,
David Rothschild
,
Duncan Watts
PDF
Project
DOI
Data Quality in Data Science
Data scientists are increasingly turning their attention to the collection of high quality training data. Those of us with expertise in data collection can apply lessons in web survey design to them.
Aug 5, 2021 10:00 AM
Stephanie Eckman
Project
Slides
Video
stephnie
Underreporting of Purchases in the U.S. Consumer Expenditure Survey
Motivated misreporting occurs when respondents give incorrect responses to survey questions to shorten the interview; studies have …
Stephanie Eckman
PDF
Project
DOI
Panel Conditioning in the U.S. Consumer Expenditure Survey
The U.S. Consumer Expenditure Interview Survey asks many filter questions to identify the items that households purchase. Each reported …
Stephanie Eckman
,
Ruben Bach
PDF
Project
DOI
Understanding the Effects of Questionnaire Changes when Experiments are Not Possible: Application to the U.S. Consumer Expenditure Survey
Many large-scale government surveys do not have the budget or time to conduct experiments to assess the effects of questionnaire …
Mar 2, 2021 12:30 PM
virtual
Stephanie Eckman
Project
stephnie
Motivated Misreporting in the Consumer Expenditure Household Survey
Motivated misreporting occurs when respondents give incorrect responses to questions to shorten a survey interview. Previous research …
Jun 12, 2020 8:30 AM
Stephanie Eckman
Project
Slides
stephnie
Blending Survey and Passive Data
As survey costs increase and response rates decrease, researchers are looking to alternative methods to collect data from study …
Feb 28, 2020 12:00 PM
United Nations, New York City, NY
Stephanie Eckman
Project
Slides
stephnie
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