Causality-Based Scores Alignment in Explainable Data Management

TR-EduVSum: A Turkish-Focused Dataset and Consensus Framework for Educational Video Summarization

arXiv:2604.07553v1 Announce Type: cross Abstract: This study presents a framework for generating the gold-standard summary fully automatically and reproducibly based on multiple human summaries of

Google, AI Literacy, and the Learning Sciences: Multiple Modes of Research, Industry, and Practice Partnerships

arXiv:2604.07601v1 Announce Type: cross Abstract: Enabling AI literacy in the general population at scale is a complex challenge requiring multiple stakeholders and institutions collaborating together.

GIRL: Generative Imagination Reinforcement Learning via Information-Theoretic Hallucination Control

arXiv:2604.07426v1 Announce Type: cross Abstract: Model-based reinforcement learning (MBRL) improves sample efficiency by optimizing policies inside imagined rollouts, but long-horizon planning degrades when model errors

Cluster Attention for Graph Machine Learning

arXiv:2604.07492v1 Announce Type: cross Abstract: Message Passing Neural Networks have recently become the most popular approach to graph machine learning tasks; however, their receptive field

TSUBASA: Improving Long-Horizon Personalization via Evolving Memory and Self-Learning with Context Distillation

arXiv:2604.07894v1 Announce Type: cross Abstract: Personalized large language models (PLLMs) have garnered significant attention for their ability to align outputs with individual’s needs and preferences.