论文信息 标题: Assigning Confidence: K-partition Ensembles 作者: Aggelos Semoglou, John Pavlopoulos 发布日期: 2026-02-20 arXiv ID: 2602.18435v1 PDF链接: 下载PDF 量化聚类置信度：CAKE框架如何为无监督学习注入“确定性” 引言：聚类分析的“黑箱”困...

论文信息 标题: MARS: Margin-Aware Reward-Modeling with Self-Refinement 作者: Payel Bhattacharjee, Osvaldo Simeone, Ravi Tandon 发布日期: 2026-02-19 arXiv ID: 2602.17658v1 PDF链接: 下载PDF 从“广撒网”到“精准狙击”：MAR...

论文信息 标题: Benchmarking quantum phase-space methods for near-resonant light propagation 作者: Mojdeh S. Najafabadi, Joel F. Corney, Luis Sanchez Soto, et al. 发布日期: 2026-02-19 arXiv ID: 2602.17660v1...

论文信息 标题: A Study of Entanglement and Ansatz Expressivity for the Transverse-Field Ising Model using Variational Quantum Eigensolver 作者: Ashutosh P. Tripathi, Nilmani Mathur, Vikram Tripathi 发布日期...

论文信息 标题: CLEF HIPE-2026: Evaluating Accurate and Efficient Person-Place Relation Extraction from Multilingual Historical Texts 作者: Juri Opitz, Corina Raclé, Emanuela Boros, et al. 发布日期: 2026-02-...

论文信息 标题: Sink-Aware Pruning for Diffusion Language Models 作者: Aidar Myrzakhan, Tianyi Li, Bowei Guo, et al. 发布日期: 2026-02-19 arXiv ID: 2602.17664v1 PDF链接: 下载PDF 扩散语言模型的高效剪枝新范式：Sink-Aware Pr...

论文信息 标题: Policy Compiler for Secure Agentic Systems 作者: Nils Palumbo, Sarthak Choudhary, Jihye Choi, et al. 发布日期: 2026-02-18 arXiv ID: 2602.16708v1 PDF链接: 下载PDF 从“提示词约束”到“确定性执行”：PCAS如何为智能体系...

论文信息 标题: Knowledge-Embedded Latent Projection for Robust Representation Learning 作者: Weijing Tang, Ming Yuan, Zongqi Xia, et al. 发布日期: 2026-02-18 arXiv ID: 2602.16709v1 PDF链接: 下载PDF 知识嵌入的潜在...

论文信息 标题: Ensemble-size-dependence of deep-learning post-processing methods that minimize an (un)fair score: motivating examples and a proof-of-concept solution 作者: Christopher David Roberts 发布日期...

论文信息 标题: Long Context, Less Focus: A Scaling Gap in LLMs Revealed through Privacy and Personalization 作者: Shangding Gu 发布日期: 2026-02-16 arXiv ID: 2602.15028v1 PDF链接: 下载PDF 长上下文，弱聚焦：隐私与个性化揭示...