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Academic · 1 min

Verified Multi-Agent Orchestration: A Plan-Execute-Verify-Replan Framework for Complex Query Resolution

arXiv:2603.11445v1 Announce Type: new Abstract: We present Verified Multi-Agent Orchestration (VMAO), a framework that coordinates specialized LLM-based agents through a verification-driven iterative loop. Given a …

Xing Zhang, Yanwei Cui, Guanghui Wang, Qucy Wei Qiu, Ziyuan Li, Fangwei Han, Yajing Huang, Hengzhi Qiu, Bin Zhu, Peiyang He

21 views Mar 13

Academic · 1 min

An Automatic Text Classification Method Based on Hierarchical Taxonomies, Neural Networks and Document Embedding: The …

arXiv:2603.11770v1 Announce Type: new Abstract: This work describes an automatic text classification method implemented in a software tool called NETHIC, which takes advantage of the …

Luigi Lomasto, Rosario Di Florio, Andrea Ciapetti, Giuseppe Miscione, Giulia Ruggiero, Daniele Toti

25 views Mar 13

Academic · 1 min

VisDoT : Enhancing Visual Reasoning through Human-Like Interpretation Grounding and Decomposition of Thought

arXiv:2603.11631v1 Announce Type: new Abstract: Large vision-language models (LVLMs) struggle to reliably detect visual primitives in charts and align them with semantic representations, which severely …

Eunsoo Lee, Jeongwoo Lee, Minki Hong, Jangho Choi, Jihie Kim

12 views Mar 13

Academic · 1 min

VisiFold: Long-Term Traffic Forecasting via Temporal Folding Graph and Node Visibility

arXiv:2603.11816v1 Announce Type: new Abstract: Traffic forecasting is a cornerstone of intelligent transportation systems. While existing research has made significant progress in short-term prediction, long-term …

Zhiwei Zhang, Xinyi Du, Weihao Wang, Xuanchi Guo, Wenjuan Han

22 views Mar 13

Academic · 1 min

Automated Detection of Malignant Lesions in the Ovary Using Deep Learning Models and XAI

arXiv:2603.11818v1 Announce Type: new Abstract: The unrestrained proliferation of cells that are malignant in nature is cancer. In recent times, medical professionals are constantly acquiring …

Md. Hasin Sarwar Ifty, Nisharga Nirjan, Labib Islam, M. A. Diganta, Reeyad Ahmed Ornate, Anika Tasnim, Md. Saiful Islam

19 views Mar 13

Academic · 1 min

When OpenClaw Meets Hospital: Toward an Agentic Operating System for Dynamic Clinical Workflows

arXiv:2603.11721v1 Announce Type: new Abstract: Large language model (LLM) agents extend conventional generative models by integrating reasoning, tool invocation, and persistent memory. Recent studies suggest …

Wenxian Yang, Hanzheng Qiu, Bangqun Zhang, Chengquan Li, Zhiyong Huang, Xiaobin Feng, Rongshan Yu, Jiahong Dong

195 views Mar 13

Academic · 1 min

DeReason: A Difficulty-Aware Curriculum Improves Decoupled SFT-then-RL Training for General Reasoning

arXiv:2603.11193v1 Announce Type: new Abstract: Reinforcement learning with Verifiable Rewards (RLVR) has emerged as a powerful paradigm for eliciting reasoning capabilities in large language models, …

Hanxu Hu, Yuxuan Wang, Maggie Huan, Jannis Vamvas, Yinya Huang, Zhijiang Guo, Rico Sennrich

23 views Mar 13

Academic · 1 min

RewardHackingAgents: Benchmarking Evaluation Integrity for LLM ML-Engineering Agents

arXiv:2603.11337v1 Announce Type: new Abstract: LLM agents increasingly perform end-to-end ML engineering tasks where success is judged by a single scalar test metric. This creates …

Yonas Atinafu, Robin Cohen

24 views Mar 13

Academic · 1 min

Social, Legal, Ethical, Empathetic and Cultural Norm Operationalisation for AI Agents

arXiv:2603.11864v1 Announce Type: new Abstract: As AI agents are increasingly used in high-stakes domains like healthcare and law enforcement, aligning their behaviour with social, legal, …

Radu Calinescu, Ana Cavalcanti, Marsha Chechik, Lina Marsso, Beverley Townsend

24 views Mar 13

Academic · 1 min

The Artificial Self: Characterising the landscape of AI identity

arXiv:2603.11353v1 Announce Type: new Abstract: Many assumptions that underpin human concepts of identity do not hold for machine minds that can be copied, edited, or …

Raymond Douglas, Jan Kulveit, Ondrej Havlicek, Theia Pearson-Vogel, Owen Cotton-Barratt, David Duvenaud

110 views Mar 13

Academic · 1 min

ThReadMed-QA: A Multi-Turn Medical Dialogue Benchmark from Real Patient Questions

arXiv:2603.11281v1 Announce Type: new Abstract: Medical question-answering benchmarks predominantly evaluate single-turn exchanges, failing to capture the iterative, clarification-seeking nature of real patient consultations. We introduce …

Monica Munnangi, Saiph Savage

26 views Mar 13

Academic · 1 min

FinRule-Bench: A Benchmark for Joint Reasoning over Financial Tables and Principles

arXiv:2603.11339v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly applied to financial analysis, yet their ability to audit structured financial statements under explicit …

Arun Vignesh Malarkkan, Manan Roy Choudhury, Guangwei Zhang, Vivek Gupta, Qingyun Wang, Yanjie Fu, Denghui Zhang

29 views Mar 13

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Articles

Verified Multi-Agent Orchestration: A Plan-Execute-Verify-Replan Framework for Complex Query Resolution

An Automatic Text Classification Method Based on Hierarchical Taxonomies, Neural Networks and Document Embedding: The …

VisDoT : Enhancing Visual Reasoning through Human-Like Interpretation Grounding and Decomposition of Thought

VisiFold: Long-Term Traffic Forecasting via Temporal Folding Graph and Node Visibility

Automated Detection of Malignant Lesions in the Ovary Using Deep Learning Models and XAI

When OpenClaw Meets Hospital: Toward an Agentic Operating System for Dynamic Clinical Workflows

DeReason: A Difficulty-Aware Curriculum Improves Decoupled SFT-then-RL Training for General Reasoning

RewardHackingAgents: Benchmarking Evaluation Integrity for LLM ML-Engineering Agents

Social, Legal, Ethical, Empathetic and Cultural Norm Operationalisation for AI Agents

The Artificial Self: Characterising the landscape of AI identity

ThReadMed-QA: A Multi-Turn Medical Dialogue Benchmark from Real Patient Questions

FinRule-Bench: A Benchmark for Joint Reasoning over Financial Tables and Principles

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