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Academic · 1 min

Reversible Lifelong Model Editing via Semantic Routing-Based LoRA

arXiv:2603.11239v1 Announce Type: new Abstract: The dynamic evolution of real-world necessitates model editing within Large Language Models. While existing methods explore modular isolation or parameter-efficient …

Haihua Luo, Xuming Ran, Tommi K\"arkk\"ainen, Zhonghua Chen, Jiangrong Shen, Qi Xu, Fengyu Cong
10 views
Academic · 1 min

MDER-DR: Multi-Hop Question Answering with Entity-Centric Summaries

arXiv:2603.11223v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) over Knowledge Graphs (KGs) suffers from the fact that indexing approaches may lose important contextual nuance when …

Riccardo Campi, Nicol\`o Oreste Pinciroli Vago, Mathyas Giudici, Marco Brambilla, Piero Fraternali
50 views
Academic · 1 min

The Artificial Self: Characterising the landscape of AI identity

arXiv:2603.11353v1 Announce Type: new Abstract: Many assumptions that underpin human concepts of identity do not hold for machine minds that can be copied, edited, or …

Raymond Douglas, Jan Kulveit, Ondrej Havlicek, Theia Pearson-Vogel, Owen Cotton-Barratt, David Duvenaud
99 views
Academic · 1 min

PACED: Distillation at the Frontier of Student Competence

arXiv:2603.11178v1 Announce Type: new Abstract: Standard LLM distillation wastes compute on two fronts: problems the student has already mastered (near-zero gradients) and problems far beyond …

Yuanda Xu, Hejian Sang, Zhengze Zhou, Ran He, Zhipeng Wang
7 views