Search Results for author: Kenneth Joseph

Found 7 papers, 2 papers with code

Measuring Social Dimensions of Self-Presentation in Social Media Biographies with an Identity-based Approach

no code implementations16 May 2023 Navid Madani, Rabiraj Bandyopadhyay, Briony Swire-Thompson, Michael Miller Yoder, Kenneth Joseph

Social media users on sites like Twitter, Instagram, and Tiktok use the profile description, or bio, field of user profiles to present themselves to the world.

Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models

1 code implementation3 Mar 2023 Navid Madani, Rohini K. Srihari, Kenneth Joseph

Overall, our work presents a promising approach to addressing question answering over domain-specific graphs, offering an explainable and robust solution by incorporating logical programming languages.

Knowledge Graphs Logical Reasoning +1

MDR Cluster-Debias: A Nonlinear WordEmbedding Debiasing Pipeline

no code implementations20 Jun 2020 Yuhao Du, Kenneth Joseph

This indicates that word embeddings encode gender bias in still other ways, not necessarily captured by upstream tests.

Clustering Word Embeddings

When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People?

1 code implementation ACL 2020 Kenneth Joseph, Jonathan H. Morgan

We find that biases found in word embeddings do, on average, closely mirror survey data across seventeen dimensions of social meaning.

Word Embeddings

Theory In, Theory Out: The uses of social theory in machine learning for social science

no code implementations9 Jan 2020 Jason Radford, Kenneth Joseph

In the first half of this paper, we walk through how social theory can be used to answer the basic methodological and interpretive questions that arise at each stage of the machine learning pipeline.

BIG-bench Machine Learning Fairness +1

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