trustworthy-ai-research

This repository contains the code to produce results in the CSET series on Trustworthy AI Research.

Responsible AI Characteristics Research (Data Brief)

SQL

• Trustwory AI Regular Expression Search: trusted_ai_regex.sql
• Generate Trustworthy AI Corpus: trusted_ai_corpus.sql
• Figure 1: paper_counts_overtime_comparison.sql
• Figure 3.: field_counts.sql
• Figure 4.: term_counts_overtime.sql
• Term Co-Occurrence Calculations: generate_digraph_table.py and term_coccurrence_table.py

Trustworthy AI Keyword Research Clusters (Data Brief)

SQL

• Top 25 Trustworthy AI Keyword Clusters: top25_trust_ai_clusters.sql
• Keyword Concentrations by Cluster: cluster_term_concentrations.sql
• Total Cluster Paper Counts by Year: cluster_totalcounts_byyear.sql
• Keyword Cascade Plot
• Most RC Cited Keyword Papers: most_cited_kw_pubs.sql