Goel, Sharad

Filter Bubbles, Echo Chambers, and Online News Consumption

Flaxman, S., Goel, S., & Rao, J. M. (2016) · Public Opinion Quarterly

Media Influence and PoliticsSocial Media and Politics

Cited by 1,992

Algorithmic Decision Making and the Cost of Fairness

Corbett-Davies, S., Pierson, E., Feller, A., Goel, S., & Huq, A. (2017) · Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Ethics and Social Impacts of AIArtificial Intelligence in Law

Cited by 1,149

Racial disparities in automated speech recognition

Koenecke, A., Nam, A., Lake, E., Nudell, J., Quartey, M., Mengesha, Z., Toups, C., Rickford, J. R., Jurafsky, D., & Goel, S. (2020) · Proceedings of the National Academy of Sciences

Speech Recognition and SynthesisEthics and Social Impacts of AI

Cited by 765

Predicting consumer behavior with web search

Goel, S., Hofman, J. M., Lahaie, S., Pennock, D. M., & Watts, D. J. (2010) · Proceedings of the National Academy of Sciences

Data-Driven Disease SurveillanceForecasting Techniques and Applications

Cited by 636

A large-scale analysis of racial disparities in police stops across the United States

Pierson, E., Simoiu, C., Overgoor, J., Corbett-Davies, S., Jenson, D., Shoemaker, A., Ramachandran, V., Barghouty, P., Phillips, C., Shroff, R., et al. (2020) · Nature Human Behaviour

Policing Practices and PerceptionsCriminal Justice and Corrections Analysis

Cited by 552

The Measure and Mismeasure of Fairness

Corbett-Davies, S., Gaebler, J. D., Nilforoshan, H., Shroff, R., & Goel, S. (2018) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 444

Forecasting elections with non-representative polls

Wang, W., Rothschild, D., Goel, S., & Gelman, A. (2015) · International Journal of Forecasting

Survey Sampling and Estimation TechniquesSurvey Methodology and Nonresponse

Cited by 371

Fair and Balanced? Quantifying Media Bias through Crowdsourced Content Analysis

Budak, C., Goel, S., & Rao, J. M. (2016) · Public Opinion Quarterly

Media Influence and PoliticsNews Media Framing and Political Communication

Cited by 336

Precinct or prejudice? Understanding racial disparities in New York City’s stop-and-frisk policy

Goel, S., Rao, J. M., & Shroff, R. (2016) · The Annals of Applied Statistics

Policing Practices and PerceptionsCriminal Justice and Corrections Analysis

Cited by 285

Real and perceived attitude agreement in social networks.

Goel, S., Mason, W., & Watts, D. J. (2010) · Journal of Personality and Social Psychology

Opinion Dynamics and Social InfluenceSocial Media and Politics

Cited by 219

Legalbench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models

Guha, N., Nyarko, J., Ho, D. E., Ré, C., Chilton, A., Narayana, A., Chohlas-Wood, A., Peters, A., Waldon, B., Rockmore, D., et al. (2023) · SSRN Electronic Journal

Artificial Intelligence in LawTopic Modeling

Cited by 154

The problem of infra-marginality in outcome tests for discrimination

Simoiu, C., Corbett-Davies, S., & Goel, S. (2017) · The Annals of Applied Statistics

Ethics and Social Impacts of AINames, Identity, and Discrimination Research

Cited by 154

De-anonymizing Web Browsing Data with Social Networks

Su, J., Shukla, A., Goel, S., & Narayanan, A. (2017) · Proceedings of the 26th International Conference on World Wide Web

Privacy-Preserving Technologies in DataPrivacy, Security, and Data Protection

Cited by 95

The Effect of Recommendations on Network Structure

Su, J., Sharma, A., & Goel, S. (2016) · Proceedings of the 25th International Conference on World Wide Web

Complex Network Analysis TechniquesSocial Media and Politics

Cited by 78

Machine Learning, Health Disparities, and Causal Reasoning

Goodman, S. N., Goel, S., & Cullen, M. R. (2018) · Annals of Internal Medicine

Ethics and Social Impacts of AIArtificial Intelligence in Healthcare and Education

Cited by 57

Combatting Police Discrimination in the Age of Big Data

Goel, S., Perelman, M., Shroff, R., & Sklansky, D. A. (2017) · New Criminal Law Review

Policing Practices and PerceptionsCriminal Law and Evidence

Cited by 53

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models

Guha, N., Nyarko, J., Ho, D. E., Ré, C., Chilton, A., Narayana, A., Chohlas-Wood, A., Peters, A., Waldon, B., Rockmore, D. N., et al. (2023) · arXiv

Artificial Intelligence in LawTopic Modeling

Cited by 30

Personalized Risk Assessments in the Criminal Justice System

Goel, S., Rao, J. M., & Shroff, R. (2016) · American Economic Review

Criminal Justice and Corrections AnalysisPolicing Practices and Perceptions

Cited by 27

Auditing large language models for race & gender disparities: Implications for artificial intelligence-based hiring

Gaebler, J. D., Goel, S., Huq, A., & Tambe, P. (2024) · Behavioral Science & Policy

Ethics and Social Impacts of AINames, Identity, and Discrimination Research

Cited by 15