📄 Paper Explainer

Recent cs.AI Papers from arXiv

• arXiv:2603.13173
  Semantic Invariance in Agentic AI
  I. de Zarzà, J. de Curtò, Jordi Cabot, et al.
  Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
• arXiv:2603.13168
  Developing and evaluating a chatbot to support maternal health care
  Smriti Jha, Vidhi Jain, Jianyu Xu, et al.
  Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR)
• arXiv:2603.13134
  When Right Meets Wrong: Bilateral Context Conditioning with Reward-Confidence Correction for GRPO
  Yu Li, Tian Lan, Zhengling Qi
  Artificial Intelligence (cs.AI)
• arXiv:2603.13131
  Steve-Evolving: Open-World Embodied Self-Evolution via Fine-Grained Diagnosis and Dual-Track Knowledge Distillation
  Zhengwei Xie, Zhisheng Chen, Ziyan Weng, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2603.13099
  Beyond Final Answers: CRYSTAL Benchmark for Transparent Multimodal Reasoning Evaluation
  Wayner Barrios, SouYoung Jin
  Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR); Multimedia (cs.MM)
• arXiv:2603.13017
  Structured Distillation for Personalized Agent Memory: 11x Token Reduction with Retrieval Preservation
  Sydney Lewis
  Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR)
• arXiv:2603.12933
  Efficient and Interpretable Multi-Agent LLM Routing via Ant Colony Optimization
  Xudong Wang, Chaoning Zhang, Jiaquan Zhang, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2603.12926
  ODRL Policy Comparison Through Normalisation
  Jaime Osvaldo Salas, Paolo Pareti, George Konstantinidis
  Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO)
• arXiv:2603.12813
  Context is all you need: Towards autonomous model-based process design using agentic AI in flowsheet simulations
  Pascal Schäfer, Lukas J. Krinke, Martin Wlotzka, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2603.12755
  AI Model Modulation with Logits Redistribution
  Zihan Wang, Zhongkui Ma, Xinguo Feng, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2603.12740
  ToolTree: Efficient LLM Agent Tool Planning via Dual-Feedback Monte Carlo Tree Search and Bidirectional Pruning
  Shuo Yang, Soyeon Caren Han, Yihao Ding, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2603.12733
  On Using Machine Learning to Early Detect Catastrophic Failures in Marine Diesel Engines
  Francesco Maione, Paolo Lino, Giuseppe Giannino, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2603.12710
  AI Planning Framework for LLM-Based Web Agents
  Orit Shahnovsky, Rotem Dror
  Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
• arXiv:2603.12483
  Generating Expressive and Customizable Evals for Timeseries Data Analysis Agents with AgentFuel
  Aadyaa Maddi, Prakhar Naval, Deepti Mande, et al.
  Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2603.12372
  Efficient Reasoning with Balanced Thinking
  Yulin Li, Tengyao Tu, Li Ding, et al.
  Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
• arXiv:2603.12287
  Context-Enriched Natural Language Descriptions of Vessel Trajectories
  Kostas Patroumpas, Alexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos, et al.
  Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Databases (cs.DB)
• arXiv:2603.13228
  PhysMoDPO: Physically-Plausible Humanoid Motion with Preference Optimization
  Yangsong Zhang, Anujith Muraleedharan, Rikhat Akizhanov, et al.
  Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)
• arXiv:2603.13224
  Visual-ERM: Reward Modeling for Visual Equivalence
  Ziyu Liu, Shengyuan Ding, Xinyu Fang, et al.
  Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
• arXiv:2603.13191
  From Experiments to Expertise: Scientific Knowledge Consolidation for AI-Driven Computational Research
  Haonan Huang
  Computational Physics (physics.comp-ph); Materials Science (cond-mat.mtrl-sci); Artificial Intelligence (cs.AI)
• arXiv:2603.13189
  LLM Constitutional Multi-Agent Governance
  J. de Curtò, I. de Zarzà
  Multiagent Systems (cs.MA); Artificial Intelligence (cs.AI)
• arXiv:2603.13186
  Learnability and Privacy Vulnerability are Entangled in a Few Critical Weights
  Xingli Fang, Jung-Eun Kim
  Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
• arXiv:2603.13180
  MXNorm: Reusing MXFP block scales for efficient tensor normalisation
  Callum McLean, Luke Y. Prince, Alexandre Payot, et al.
  Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
• arXiv:2603.13177
  Clustering Astronomical Orbital Synthetic Data Using Advanced Feature Extraction and Dimensionality Reduction Techniques
  Eraldo Pereira Marinho, Nelson Callegari Junior, Fabricio Aparecido Breve, et al.
  Earth and Planetary Astrophysics (astro-ph.EP); Instrumentation and Methods for Astrophysics (astro-ph.IM); Artificial Intelligence (cs.AI)
• arXiv:2603.13154
  ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation
  Siqi Sun, Ben Peng Wu, Mali Jin, et al.
  Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
• arXiv:2603.13126
  Developing the PsyCogMetrics AI Lab to Evaluate Large Language Models and Advance Cognitive Science -- A Three-Cycle Action Design Science Study
  Zhiye Jin, Yibai Li, K. D. Joshi, et al.
  Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI)