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Academic · 1 min

Optimal-Transport-Guided Functional Flow Matching for Turbulent Field Generation in Hilbert Space

arXiv:2604.05700v1 Announce Type: new Abstract: High-fidelity modeling of turbulent flows requires capturing complex spatiotemporal dynamics and multi-scale intermittency, posing a fundamental challenge for traditional knowledge-based …

Li Kunpeng, Wan Chenguang, Qu Zhisong, Lim Kyungtak, Virginie Grandgirard, Xavier Garbet, Yu Hua, Ong Yew Soon

32 views Apr 8

Academic · 1 min

YoNER: A New Yor\`ub\'a Multi-domain Named Entity Recognition Dataset

arXiv:2604.05624v1 Announce Type: new Abstract: Named Entity Recognition (NER) is a foundational NLP task, yet research in Yor\`ub\'a has been constrained by limited and domain-specific …

Peace Busola Falola, Jesujoba O. Alabi, Solomon O. Akinola, Folashade T. Ogunajo, Emmanuel Oluwadunsin Alabi, David Ifeoluwa Adelani

21 views Apr 8

Academic · 1 min

Hidden in the Multiplicative Interaction: Uncovering Fragility in Multimodal Contrastive Learning

arXiv:2604.05834v1 Announce Type: new Abstract: Multimodal contrastive learning is increasingly enriched by going beyond image-text pairs. Among recent contrastive methods, Symile is a strong approach …

Tillmann Rheude, Stefan Hegselmann, Roland Eils, Benjamin Wild

32 views Apr 8

Academic · 1 min

Territory Paint Wars: Diagnosing and Mitigating Failure Modes in Competitive Multi-Agent PPO

arXiv:2604.04983v1 Announce Type: new Abstract: We present Territory Paint Wars, a minimal competitive multi-agent reinforcement learning environment implemented in Unity, and use it to systematically …

Diyansha Singh

44 views Apr 8

Academic · 1 min

Turbulence-like 5/3 spectral scaling in contextual representations of language as a complex system

arXiv:2604.05536v1 Announce Type: new Abstract: Natural language is a complex system that exhibits robust statistical regularities. Here, we represent text as a trajectory in a …

Zhongxin Yang, Chun Bao, Yuanwei Bin, Xiang I. A. Yang, Shiyi Chen

26 views Apr 8

Academic · 1 min

HYVE: Hybrid Views for LLM Context Engineering over Machine Data

arXiv:2604.05400v1 Announce Type: new Abstract: Machine data is central to observability and diagnosis in modern computing systems, appearing in logs, metrics, telemetry traces, and configuration …

Jian Tan, Fan Bu, Yuqing Gao, Dev Khanolkar, Jason Mackay, Boris Sobolev, Lei Jin, Li Zhang

45 views Apr 8

Academic · 1 min

Beyond LLM-as-a-Judge: Deterministic Metrics for Multilingual Generative Text Evaluation

arXiv:2604.05083v1 Announce Type: new Abstract: While Large Language Models (LLMs) are increasingly adopted as automated judges for evaluating generated text, their outputs are often costly, …

Firoj Alam, Gagan Bhatia, Sahinur Rahman Laskar, Shammur Absar Chowdhury

25 views Apr 8

Academic · 1 min

Extending Tabular Denoising Diffusion Probabilistic Models for Time-Series Data Generation

arXiv:2604.05257v1 Announce Type: new Abstract: Diffusion models are increasingly being utilised to create synthetic tabular and time series data for privacy-preserving augmentation. Tabular Denoising Diffusion …

Umang Dobhal, Christina Garcia, Sozo Inoue

24 views Apr 8

Academic · 1 min

Dynamic Agentic AI Expert Profiler System Architecture for Multidomain Intelligence Modeling

arXiv:2604.05345v1 Announce Type: new Abstract: In today's artificial intelligence driven world, modern systems communicate with people from diverse backgrounds and skill levels. For human-machine interaction …

Aisvarya Adeseye, Jouni Isoaho, Seppo Virtanen, Mohammad Tahir

27 views Apr 8

Academic · 1 min

Pramana: Fine-Tuning Large Language Models for Epistemic Reasoning through Navya-Nyaya

arXiv:2604.04937v1 Announce Type: new Abstract: Large language models produce fluent text but struggle with systematic reasoning, often hallucinating confident but unfounded claims. When Apple researchers …

Sharath Sathish

26 views Apr 8

Academic · 1 min

Simulating the Evolution of Alignment and Values in Machine Intelligence

arXiv:2604.05274v1 Announce Type: new Abstract: Model alignment is currently applied in a vacuum, evaluated primarily through standardised benchmark performance. The purpose of this study is …

Jonathan Elsworth Eicher

21 views Apr 8

Law Review · 1 min

The Many Ways of Constitutional Discourse

On January 31, 2026, in a stunning three-page order by Judge Fred Biery, the United States District Court for the Western District of Texas granted …

Guha Krishnamurthi

85 views Apr 8

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Articles

Optimal-Transport-Guided Functional Flow Matching for Turbulent Field Generation in Hilbert Space

YoNER: A New Yor\`ub\'a Multi-domain Named Entity Recognition Dataset

Hidden in the Multiplicative Interaction: Uncovering Fragility in Multimodal Contrastive Learning

Territory Paint Wars: Diagnosing and Mitigating Failure Modes in Competitive Multi-Agent PPO

Turbulence-like 5/3 spectral scaling in contextual representations of language as a complex system

HYVE: Hybrid Views for LLM Context Engineering over Machine Data

Beyond LLM-as-a-Judge: Deterministic Metrics for Multilingual Generative Text Evaluation

Extending Tabular Denoising Diffusion Probabilistic Models for Time-Series Data Generation

Dynamic Agentic AI Expert Profiler System Architecture for Multidomain Intelligence Modeling

Pramana: Fine-Tuning Large Language Models for Epistemic Reasoning through Navya-Nyaya

Simulating the Evolution of Alignment and Values in Machine Intelligence

The Many Ways of Constitutional Discourse

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