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02/14/2023
AutoBiasTest: Controllable Sentence Generation for Automated and Open-Ended Social Bias Testing in Language Models
Social bias in Pretrained Language Models (PLMs) affects text generation...
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11/21/2022
Can You Label Less by Using Out-of-Domain Data? Active Transfer Learning with Few-shot Instructions
Labeling social-media data for custom dimensions of toxicity and social ...
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03/05/2022
Fuzzy Forests For Feature Selection in High-Dimensional Survey Data: An Application to the 2020 U.S. Presidential Election
An increasingly common methodological issue in the field of social scien...
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05/05/2021
Uncertain Neighbors: Bayesian Propensity Score Matching For Causal Inference
We compare the performance of standard nearest-neighbor propensity score...
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02/24/2021
Dynamic Social Media Monitoring for Fast-Evolving Online Discussions
Tracking and collecting fast-evolving online discussions provides vast d...
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06/17/2020
FREEtree: A Tree-based Approach for High Dimensional Longitudinal Data With Correlated Features
This paper proposes FREEtree, a tree-based method for high dimensional l...
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05/05/2020
Reliable and Efficient Long-Term Twitter Monitoring
Social media data is now widely used by many academic researchers. Howev...
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11/13/2019