23 citations · 24 across the 4 of their papers we have counts for
4 papers
Directed Social Regard: Surfacing Targeted Advocacy, Opposition, Aid, Harms, and Victimization in Online Media
Scott Friedman, Ruta Wheelock, Sonja Schmer-Galunder +6
The language in online platforms, influence operations, and political rhetoric frequently directs a mix of pro-social sentiment (e.g., advocacy, helpfulness, compassion) and anti-s…
Relating Word Embedding Gender Biases to Gender Gaps: A Cross-Cultural Analysis
Scott Friedman, Sonja Schmer-Galunder, Anthony Chen +1
Modern models for common NLP tasks often employ machine learning techniques and train on journalistic, social media, or other culturally-derived text. These have recently been scru…
Bottom-Up and Top-Down Analysis of Values, Agendas, and Observations in Corpora and LLMs
Scott E. Friedman, Noam Benkler, Drisana Mosaphir +8
Large language models (LLMs) generate diverse, situated, persuasive texts from a plurality of potential perspectives, influenced heavily by their prompts and training data. As part…
Annotator in the Loop: A Case Study of In-Depth Rater Engagement to Create a Bridging Benchmark Dataset
Sonja Schmer-Galunder, Ruta Wheelock, Scott Friedman +3
With the growing prevalence of large language models, it is increasingly common to annotate datasets for machine learning using pools of crowd raters. However, these raters often w…