Academic

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Academic · 1 min

Leveraging Phytolith Research using Artificial Intelligence

arXiv:2603.11476v1 Announce Type: new Abstract: Phytolith analysis is a crucial tool for reconstructing past vegetation and human activities, but traditional methods are severely limited by …

Andr\'es G. Mej\'ia Ram\'on, Kate Dudgeon, Nina Witteveen, Dolores Piperno, Michael Kloster, Luigi Palopoli, M\'onica Moraes R., Jos\'e M. Capriles, Umberto Lombardo

43 views Mar 13

Academic · 1 min

Grammar of the Wave: Towards Explainable Multivariate Time Series Event Detection via Neuro-Symbolic VLM Agents

arXiv:2603.11479v1 Announce Type: new Abstract: Time Series Event Detection (TSED) has long been an important task with critical applications across many high-stakes domains. Unlike statistical …

Sky Chenwei Wan, Tianjun Hou, Yifei Wang, Xiqing Chang, Aymeric Jan

38 views Mar 13

Academic · 1 min

Attention Sinks Are Provably Necessary in Softmax Transformers: Evidence from Trigger-Conditional Tasks

arXiv:2603.11487v1 Announce Type: new Abstract: Transformers often display an attention sink: probability mass concentrates on a fixed, content-agnostic position. We prove that computing a simple …

Yuval Ran-Milo

29 views Mar 13

Academic · 1 min

KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation

arXiv:2603.11501v1 Announce Type: new Abstract: Graph-based Retrieval-Augmented Generation (GraphRAG) constructs the Knowledge Graph (KG) from external databases to enhance the timeliness and accuracy of Large …

Qizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang, Ke Qin, Shuang Liang

36 views Mar 13

Academic · 1 min

Nurture-First Agent Development: Building Domain-Expert AI Agents Through Conversational Knowledge Crystallization

arXiv:2603.10808v1 Announce Type: new Abstract: The emergence of large language model (LLM)-based agent frameworks has shifted the primary challenge in building domain-expert AI agents from …

Linghao Zhang

40 views Mar 12

Academic · 1 min

Empathy Is Not What Changed: Clinical Assessment of Psychological Safety Across GPT Model Generations

arXiv:2603.09997v1 Announce Type: cross Abstract: When OpenAI deprecated GPT-4o in early 2026, thousands of users protested under #keep4o, claiming newer models had "lost their empathy." …

Michael Keeman, Anastasia Keeman

36 views Mar 12

Academic · 1 min

Beyond Scalars: Evaluating and Understanding LLM Reasoning via Geometric Progress and Stability

arXiv:2603.10384v1 Announce Type: new Abstract: Evaluating LLM reliability via scalar probabilities often fails to capture the structural dynamics of reasoning. We introduce TRACED, a framework …

Xinyan Jiang, Ninghao Liu, Di Wang, Lijie Hu

28 views Mar 12

Academic · 1 min

Verbalizing LLM's Higher-order Uncertainty via Imprecise Probabilities

arXiv:2603.10396v1 Announce Type: new Abstract: Despite the growing demand for eliciting uncertainty from large language models (LLMs), empirical evidence suggests that LLM behavior is not …

Anita Yang, Krikamol Muandet, Michele Caprio, Siu Lun Chau, Masaki Adachi

28 views Mar 12

Academic · 1 min

Agentic Control Center for Data Product Optimization

arXiv:2603.10133v1 Announce Type: new Abstract: Data products enable end users to gain greater insights about their data by providing supporting assets, such as example question-SQL …

Priyadarshini Tamilselvan, Gregory Bramble, Sola Shirai, Ken C. L. Wong, Faisal Chowdhury, Horst Samulowitz

24 views Mar 12

Academic · 1 min

A Retrieval-Augmented Language Assistant for Unmanned Aircraft Safety Assessment and Regulatory Compliance

arXiv:2603.09999v1 Announce Type: cross Abstract: This paper presents the design and validation of a retrieval-based assistant that supports safety assessment, certification activities, and regulatory compliance …

Gabriele Immordino, Andrea Vaiuso, Marcello Righi

73 views Mar 12

Academic · 1 min

Assessing Cognitive Biases in LLMs for Judicial Decision Support: Virtuous Victim and Halo Effects

arXiv:2603.10016v1 Announce Type: cross Abstract: We investigate whether large language models (LLMs) display human-like cognitive biases, focusing on potential implications for assistance in judicial sentencing, …

Sierra S. Liu

70 views Mar 12

Academic · 1 min

Personalized Group Relative Policy Optimization for Heterogenous Preference Alignment

arXiv:2603.10009v1 Announce Type: cross Abstract: Despite their sophisticated general-purpose capabilities, Large Language Models (LLMs) often fail to align with diverse individual preferences because standard post-training …

Jialu Wang, Heinrich Peters, Asad A. Butt, Navid Hashemi, Alireza Hashemi, Pouya M. Ghari, Joseph Hoover, James Rae, Morteza Dehghani

154 views Mar 12

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Academic

Leveraging Phytolith Research using Artificial Intelligence

Grammar of the Wave: Towards Explainable Multivariate Time Series Event Detection via Neuro-Symbolic VLM Agents

Attention Sinks Are Provably Necessary in Softmax Transformers: Evidence from Trigger-Conditional Tasks

KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation

Nurture-First Agent Development: Building Domain-Expert AI Agents Through Conversational Knowledge Crystallization

Empathy Is Not What Changed: Clinical Assessment of Psychological Safety Across GPT Model Generations

Beyond Scalars: Evaluating and Understanding LLM Reasoning via Geometric Progress and Stability

Verbalizing LLM's Higher-order Uncertainty via Imprecise Probabilities

Agentic Control Center for Data Product Optimization

A Retrieval-Augmented Language Assistant for Unmanned Aircraft Safety Assessment and Regulatory Compliance

Assessing Cognitive Biases in LLMs for Judicial Decision Support: Virtuous Victim and Halo Effects

Personalized Group Relative Policy Optimization for Heterogenous Preference Alignment

JCG, PC

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