Scollr indexed 1,625 new Explainable Artificial Intelligence (XAI) papers in the last 30 days and 5,153 in the last 90 days. Browse the most relevant recent papers below, then follow the topic in the app to turn this into a personalized research feed.
Evidence window ending 2026-06-15
Explainable AI shows 1,926 eligible recent papers and 1,925 commentary-ready papers in the current 30-day window, compared with 1,665 eligible papers in the prior window. The strongest evidence comes from 1 visible topic cluster and 8 representative papers. 4 representative papers are preprints, so those findings should be treated as preliminary.
Explainable AI recorded 1,926 eligible papers in the latest 30-day window, compared with 1,665 in the prior 30-day window, making the current snapshot up 16% from the prior window.
1,926 recent vs 1,665 prior eligible papersExplainable Artificial Intelligence (XAI) contributes 1,926 eligible recent papers, including 1,925 papers with abstracts available for commentary.
1,926 papers in the leading clusterThe representative set includes Evaluating Local Explainability Metrics for Machine Learning Models on Tabular Data; The Standard Interpretable Model: A general theory of interpretable machine learning to deductively design interpretable methods using Lagrangian mechanics; A Quantitative Evaluation Framework for Explainable AI in Semantic Segmentation; Explain Decisions, Not Just Predictions! An Evaluation Of Ai Agent Transparency; and Geometry-Adaptive Explainer for Faithful Dictionary-Based Interpretability under Distribution Shift. These papers anchor the page's claims and keep the brief tied to visible evidence.
8 representative papersThe most relevant recent papers Scollr indexed in this topic, ranked by topic relevance, citations, and recency.
Daily publication volume across the last 30 days, drawn from Scollr's indexed literature.
Researchers publishing the most papers in this topic across the last 90 days.
Follow Explainable Artificial Intelligence (XAI) in Scollr. New papers in the topic flow into a personalized feed, and you can save the studies worth reading without setting up email alerts. This page also lists the most relevant recent papers so you can scan what changed at a glance.
The recent papers section above is rebuilt continuously from Scollr's indexed literature, ranked by topic relevance, citations, and recency. Each links to its full record so you can read the abstract and follow the authors and sources behind it.
Open any paper and build a literature map to see its references, citing papers, and related research in one workspace. The related topics list on this page also routes you into adjacent research areas Scollr tracks.