Technology
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Towards an Inferentialist Account of Information Through Proof-theoretic Semantics
arXiv:2605.05368v4 Announce Type: replace-cross Abstract: Information is one of the most widely-discussed concepts of...
Query-efficient model evaluation using cached responses
arXiv:2605.07096v2 Announce Type: replace-cross Abstract: Evaluating a new model on an existing benchmark is often...
SHRED: Retain-Set-Free Unlearning via Self-Distillation with Logit Demotion
arXiv:2605.07482v2 Announce Type: replace-cross Abstract: Machine unlearning for large language models (LLMs) aims to...
Path-Coupled Bellman Flows for Distributional Reinforcement Learning
arXiv:2605.08253v2 Announce Type: replace-cross Abstract: Distributional reinforcement learning (DRL) models the full...
When Attention Beats Fourier: Multi-Scale Transformers for PDE Solving on Irregular Domains
arXiv:2605.08318v2 Announce Type: replace-cross Abstract: We study the problem of \emph{architecture selection} for...
Macro: Enhancing Multilingual Counterfactual Explanations through Alignment-as-Preference Optimization
arXiv:2605.11632v2 Announce Type: replace-cross Abstract: Self-generated counterfactual explanations (SCEs) are...
Scaling few-shot spoken word classification with generative meta-continual learning
arXiv:2605.13075v3 Announce Type: replace-cross Abstract: Few-shot spoken word classification has largely been...
Fault tolerance estimation in digital circuits with visualised generative networks
arXiv:2605.15212v2 Announce Type: replace-cross Abstract: We propose a new numerical method to estimate the fault...
Surrogate Neural Architecture Codesign Package (SNAC-Pack)
arXiv:2605.16138v2 Announce Type: replace-cross Abstract: Neural architecture search (NAS) is a powerful approach for...
Exact Linear Attention
arXiv:2605.18848v3 Announce Type: replace-cross Abstract: This paper introduces Exact Linear Attention (ELA), a...
Scalable Reinforcement Learning via Adaptive Batch Scaling
arXiv:2605.21557v2 Announce Type: replace-cross Abstract: Conventional wisdom holds that large-batch training is...
Beyond Tool Adoption: A Practical Five-Stage Developmental Continuum for AI Literacy in Higher Education
arXiv:2606.00038v3 Announce Type: replace-cross Abstract: Artificial intelligence (AI) literacy is increasingly...
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