Tag: cs.AI

#cs.AI

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Academic · 1 min

$S^3$: Stratified Scaling Search for Test-Time in Diffusion Language Models

arXiv:2604.06260v1 Announce Type: new Abstract: Test-time scaling investigates whether a fixed diffusion language model (DLM) can generate better outputs when given more inference compute, without …

Ahsan Bilal, Muhammad Ahmed Mohsin, Muhammad Umer, Asad Aali, Muhammad Usman Khanzada, Muhammad Usman Rafique, Zihao He, Emily Fox, Dean F. Hougen

55 views Apr 9

Academic · 1 min

SubFLOT: Submodel Extraction for Efficient and Personalized Federated Learning via Optimal Transport

arXiv:2604.06631v1 Announce Type: new Abstract: Federated Learning (FL) enables collaborative model training while preserving data privacy, but its practical deployment is hampered by system and …

Zheng Jiang, Nan He, Yiming Chen, Lifeng Sun

68 views Apr 9

Academic · 1 min

MedConclusion: A Benchmark for Biomedical Conclusion Generation from Structured Abstracts

arXiv:2604.06505v1 Announce Type: new Abstract: Large language models (LLMs) are widely explored for reasoning-intensive research tasks, yet resources for testing whether they can infer scientific …

Weiyue Li, Ruizhi Qian, Yi Li, Yongce Li, Yunfan Long, Jiahui Cai, Yan Luo, Mengyu Wang

55 views Apr 9

Academic · 1 min

Improving Robustness In Sparse Autoencoders via Masked Regularization

arXiv:2604.06495v1 Announce Type: new Abstract: Sparse autoencoders (SAEs) are widely used in mechanistic interpretability to project LLM activations onto sparse latent spaces. However, sparsity alone …

Vivek Narayanaswamy, Kowshik Thopalli, Bhavya Kailkhura, Wesam Sakla

62 views Apr 9

Academic · 1 min

AgentOpt v0.1 Technical Report: Client-Side Optimization for LLM-Based Agent

arXiv:2604.06296v1 Announce Type: new Abstract: AI agents are increasingly deployed in real-world applications, including systems such as Manus, OpenClaw, and coding agents. Existing research has …

Wenyue Hua, Sripad Karne, Qian Xie, Armaan Agrawal, Nikos Pagonas, Kostis Kaffes, Tianyi Peng

62 views Apr 9

Academic · 1 min

The Detection--Extraction Gap: Models Know the Answer Before They Can Say It

arXiv:2604.06613v1 Announce Type: new Abstract: Modern reasoning models continue generating long after the answer is already determined. Across five model configurations, two families, and three …

Hanyang Wang, Mingxuan Zhu

66 views Apr 9

Academic · 1 min

LLM-based Schema-Guided Extraction and Validation of Missing-Person Intelligence from Heterogeneous Data Sources

arXiv:2604.06571v1 Announce Type: new Abstract: Missing-person and child-safety investigations rely on heterogeneous case documents, including structured forms, bulletin-style posters, and narrative web profiles. Variations in …

Joshua Castillo, Ravi Mukkamala

47 views Apr 9

Academic · 1 min

Cross-Lingual Transfer and Parameter-Efficient Adaptation in the Turkic Language Family: A Theoretical Framework for Low-Resource …

arXiv:2604.06202v1 Announce Type: new Abstract: Large language models (LLMs) have transformed natural language processing, yet their capabilities remain uneven across languages. Most multilingual models are …

O. Ibrahimzade, K. Tabasaransky

37 views Apr 9

Academic · 1 min

Unsupervised Neural Network for Automated Classification of Surgical Urgency Levels in Medical Transcriptions

arXiv:2604.06214v1 Announce Type: new Abstract: Efficient classification of surgical procedures by urgency is paramount to optimize patient care and resource allocation within healthcare systems. This …

Sadaf Tabatabaee, Sarah S. Lam

55 views Apr 9

Academic · 1 min

Illocutionary Explanation Planning for Source-Faithful Explanations in Retrieval-Augmented Language Models

arXiv:2604.06211v1 Announce Type: new Abstract: Natural language explanations produced by large language models (LLMs) are often persuasive, but not necessarily scrutable: users cannot easily verify …

Francesco Sovrano, Alberto Bacchelli

53 views Apr 9

Academic · 1 min

SensorPersona: An LLM-Empowered System for Continual Persona Extraction from Longitudinal Mobile Sensor Streams

arXiv:2604.06204v1 Announce Type: new Abstract: Personalization is essential for Large Language Model (LLM)-based agents to adapt to users' preferences and improve response quality and task …

Bufang Yang, Lilin Xu, Yixuan Li, Kaiwei Liu, Xiaofan Jiang, Zhenyu Yan

46 views Apr 9

Academic · 1 min

FMI@SU ToxHabits: Evaluating LLMs Performance on Toxic Habit Extraction in Spanish Clinical Texts

arXiv:2604.06403v1 Announce Type: new Abstract: The paper presents an approach for the recognition of toxic habits named entities in Spanish clinical texts. The approach was …

Sylvia Vassileva, Ivan Koychev, Svetla Boytcheva

42 views Apr 9

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#cs.AI

$S^3$: Stratified Scaling Search for Test-Time in Diffusion Language Models

SubFLOT: Submodel Extraction for Efficient and Personalized Federated Learning via Optimal Transport

MedConclusion: A Benchmark for Biomedical Conclusion Generation from Structured Abstracts

Improving Robustness In Sparse Autoencoders via Masked Regularization

AgentOpt v0.1 Technical Report: Client-Side Optimization for LLM-Based Agent

The Detection--Extraction Gap: Models Know the Answer Before They Can Say It

LLM-based Schema-Guided Extraction and Validation of Missing-Person Intelligence from Heterogeneous Data Sources

Cross-Lingual Transfer and Parameter-Efficient Adaptation in the Turkic Language Family: A Theoretical Framework for Low-Resource …

Unsupervised Neural Network for Automated Classification of Surgical Urgency Levels in Medical Transcriptions

Illocutionary Explanation Planning for Source-Faithful Explanations in Retrieval-Augmented Language Models

SensorPersona: An LLM-Empowered System for Continual Persona Extraction from Longitudinal Mobile Sensor Streams

FMI@SU ToxHabits: Evaluating LLMs Performance on Toxic Habit Extraction in Spanish Clinical Texts

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