Academic

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Academic · 1 min

Describe-Then-Act: Proactive Agent Steering via Distilled Language-Action World Models

arXiv:2603.23149v1 Announce Type: new Abstract: Deploying safety-critical agents requires anticipating the consequences of actions before they are executed. While world models offer a paradigm for …

Massimiliano Pappa, Luca Romani, Valentino Sacco, Alessio Palma, St\'ephane Lathuili\`ere, Fabio Galasso, Xavier Alameda-Pineda, Indro Spinelli

10 views Mar 25

Academic · 1 min

JFTA-Bench: Evaluate LLM's Ability of Tracking and Analyzing Malfunctions Using Fault Trees

arXiv:2603.22978v1 Announce Type: new Abstract: In the maintenance of complex systems, fault trees are used to locate problems and provide targeted solutions. To enable fault …

Yuhui Wang, Zhixiong Yang, Ming Zhang, Shihan Dou, Zhiheng Xi, Enyu Zhou, Senjie Jin, Yujiong Shen, Dingwei Zhu, Yi Dong, Tao Gui, Qi Zhang, Xuanjing Huang

11 views Mar 25

Academic · 1 min

Computational Arbitrage in AI Model Markets

arXiv:2603.22404v1 Announce Type: new Abstract: Consider a market of competing model providers selling query access to models with varying costs and capabilities. Customers submit problem …

Ricardo Olmedo, Bernhard Sch\"olkopf, Moritz Hardt

6 views Mar 25

Academic · 1 min

CLiGNet: Clinical Label-Interaction Graph Network for Medical Specialty Classification from Clinical Transcriptions

arXiv:2603.22752v1 Announce Type: new Abstract: Automated classification of clinical transcriptions into medical specialties is essential for routing, coding, and clinical decision support, yet prior work …

Pronob Kumar Barman, Pronoy Kumar Barman

10 views Mar 25

Academic · 1 min

Functional Component Ablation Reveals Specialization Patterns in Hybrid Language Model Architectures

arXiv:2603.22473v1 Announce Type: new Abstract: Hybrid language models combining attention with state space models (SSMs) or linear attention offer improved efficiency, but whether both components …

Hector Borobia, Elies Segu\'i-Mas, Guillermina Tormo-Carb\'o

14 views Mar 25

Academic · 1 min

Optimizing Small Language Models for NL2SQL via Chain-of-Thought Fine-Tuning

arXiv:2603.22942v1 Announce Type: new Abstract: Translating Natural Language to SQL (NL2SQL) remains a critical bottleneck for democratization of data in enterprises. Although Large Language Models …

Anshul Solanki, Sanchit Latawa, Koushik Chakraborty, Navneet Kamboj

5 views Mar 25

Academic · 1 min

RelayS2S: A Dual-Path Speculative Generation for Real-Time Dialogue

arXiv:2603.23346v1 Announce Type: new Abstract: Real-time spoken dialogue systems face a fundamental tension between latency and response quality. End-to-end speech-to-speech (S2S) models respond immediately and …

Long Mai

6 views Mar 25

Academic · 1 min

STEM Agent: A Self-Adapting, Tool-Enabled, Extensible Architecture for Multi-Protocol AI Agent Systems

arXiv:2603.22359v1 Announce Type: new Abstract: Current AI agent frameworks commit early to a single interaction protocol, a fixed tool integration strategy, and static user models, …

Alfred Shen, Aaron Shen

6 views Mar 25

Academic · 1 min

Towards Automated Community Notes Generation with Large Vision Language Models for Combating Contextual Deception

arXiv:2603.22453v1 Announce Type: new Abstract: Community Notes have emerged as an effective crowd-sourced mechanism for combating online deception on social media platforms. However, its reliance …

Jin Ma, Jingwen Yan, Mohammed Aldeen, Ethan Anderson, Taran Kavuru, Jinkyung Katie Park, Feng Luo, Long Cheng

33 views Mar 25

Academic · 1 min

Dynamical Systems Theory Behind a Hierarchical Reasoning Model

arXiv:2603.22871v1 Announce Type: new Abstract: Current large language models (LLMs) primarily rely on linear sequence generation and massive parameter counts, yet they severely struggle with …

Vasiliy A. Es'kin, Mikhail E. Smorkalov

30 views Mar 25

Academic · 1 min

Where Experts Disagree, Models Fail: Detecting Implicit Legal Citations in French Court Decisions

arXiv:2603.22973v1 Announce Type: new Abstract: Computational methods applied to legal scholarship hold the promise of analyzing law at scale. We start from a simple question: …

Avrile Floro (UPHF), Tamara Dhorasoo (UPHF), Soline Pellez (UPHF), Nils Holzenberger

6 views Mar 25

Academic · 1 min

The Efficiency Attenuation Phenomenon: A Computational Challenge to the Language of Thought Hypothesis

arXiv:2603.22312v1 Announce Type: new Abstract: This paper computationally investigates whether thought requires a language-like format, as posited by the Language of Thought (LoT) hypothesis. We …

Di Zhang

9 views Mar 25

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Academic

Describe-Then-Act: Proactive Agent Steering via Distilled Language-Action World Models

JFTA-Bench: Evaluate LLM's Ability of Tracking and Analyzing Malfunctions Using Fault Trees

Computational Arbitrage in AI Model Markets

CLiGNet: Clinical Label-Interaction Graph Network for Medical Specialty Classification from Clinical Transcriptions

Functional Component Ablation Reveals Specialization Patterns in Hybrid Language Model Architectures

Optimizing Small Language Models for NL2SQL via Chain-of-Thought Fine-Tuning

RelayS2S: A Dual-Path Speculative Generation for Real-Time Dialogue

STEM Agent: A Self-Adapting, Tool-Enabled, Extensible Architecture for Multi-Protocol AI Agent Systems

Towards Automated Community Notes Generation with Large Vision Language Models for Combating Contextual Deception

Dynamical Systems Theory Behind a Hierarchical Reasoning Model

Where Experts Disagree, Models Fail: Detecting Implicit Legal Citations in French Court Decisions

The Efficiency Attenuation Phenomenon: A Computational Challenge to the Language of Thought Hypothesis

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