Academic

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Academic · 1 min

Deep reflective reasoning in interdependence constrained structured data extraction from clinical notes for digital health

arXiv:2603.20435v1 Announce Type: new Abstract: Extracting structured information from clinical notes requires navigating a dense web of interdependent variables where the value of one attribute …

Jingwei Huang, Kuroush Nezafati, Zhikai Chi, Ruichen Rong, Colin Treager, Tingyi Wanyan, Yueshuang Xu, Xiaowei Zhan, Patrick Leavey, Guanghua Xiao, Wenqi Shi, Yang Xie

2 views Mar 24

Academic · 1 min

Where can AI be used? Insights from a deep ontology of work activities

arXiv:2603.20619v1 Announce Type: new Abstract: Artificial intelligence (AI) is poised to profoundly reshape how work is executed and organized, but we do not yet have …

Alice Cai, Iman YeckehZaare, Shuo Sun, Vasiliki Charisi, Xinru Wang, Aiman Imran, Robert Laubacher, Alok Prakash, Thomas W. Malone

26 views Mar 24

Academic · 1 min

GMPilot: An Expert AI Agent For FDA cGMP Compliance

arXiv:2603.20815v1 Announce Type: new Abstract: The pharmaceutical industry is facing challenges with quality management such as high costs of compliance, slow responses and disjointed knowledge. …

Xiaohan Wang (Sue), Nan Zhang (Sue), Sulene Han (Sue), Keguang Tang (Sue), Lei Xu (Sue), Zhiping Li (Sue), Xiue (Sue), Liu, Xiaomei Han

8 views Mar 24

Academic · 1 min

Compression is all you need: Modeling Mathematics

arXiv:2603.20396v1 Announce Type: new Abstract: Human mathematics (HM), the mathematics humans discover and value, is a vanishingly small subset of formal mathematics (FM), the totality …

Vitaly Aksenov, Eve Bodnia, Michael H. Freedman, Michael Mulligan

12 views Mar 24

Academic · 1 min

Revisiting Tree Search for LLMs: Gumbel and Sequential Halving for Budget-Scalable Reasoning

arXiv:2603.21162v1 Announce Type: new Abstract: Neural tree search is a powerful decision-making algorithm widely used in complex domains such as game playing and model-based reinforcement …

Leonid Ugadiarov, Yuri Kuratov, Aleksandr Panov, Alexey Skrynnik

8 views Mar 24

Academic · 1 min

CRoCoDiL: Continuous and Robust Conditioned Diffusion for Language

arXiv:2603.20210v1 Announce Type: new Abstract: Masked Diffusion Models (MDMs) provide an efficient non-causal alternative to autoregressive generation but often struggle with token dependencies and semantic …

Roy Uziel, Omer Belhasin, Itay Levi, Akhiad Bercovich, Ran El-Yaniv, Ran Zilberstein, Michael Elad

7 views Mar 24

Academic · 1 min

Enhancing Safety of Large Language Models via Embedding Space Separation

arXiv:2603.20206v1 Announce Type: new Abstract: Large language models (LLMs) have achieved impressive capabilities, yet ensuring their safety against harmful prompts remains a critical challenge. Recent …

Xu Zhao, Xiting Wang, Weiran Shen

6 views Mar 24

Academic · 1 min

ProMAS: Proactive Error Forecasting for Multi-Agent Systems Using Markov Transition Dynamics

arXiv:2603.20260v1 Announce Type: new Abstract: The integration of Large Language Models into Multi-Agent Systems (MAS) has enabled the so-lution of complex, long-horizon tasks through collaborative …

Xinkui Zhao, Sai Liu, Yifan Zhang, Qingyu Ma, Guanjie Cheng, Naibo Wang, Chang Liu

5 views Mar 24

Academic · 1 min

Modeling Epistemic Uncertainty in Social Perception via Rashomon Set Agents

arXiv:2603.20750v1 Announce Type: new Abstract: We present an LLM-driven multi-agent probabilistic modeling framework that demonstrates how differences in students' subjective social perceptions arise and evolve …

Jinming Yang, Xinyu Jiang, Xinshan Jiao, Xinping Zhang

7 views Mar 24

Academic · 1 min

gUFO: A Gentle Foundational Ontology for Semantic Web Knowledge Graphs

arXiv:2603.20948v1 Announce Type: new Abstract: gUFO is a lightweight implementation of the Unified Foundational Ontology (UFO) suitable for Semantic Web OWL 2 DL applications. UFO …

Jo\~ao Paulo A. Almeida, Giancarlo Guizzardi, Tiago Prince Sales, Claudenir M. Fonseca

18 views Mar 24

Academic · 1 min

The AI Scientific Community: Agentic Virtual Lab Swarms

arXiv:2603.21344v1 Announce Type: new Abstract: In this short note we propose using agentic swarms of virtual labs as a model of an AI Science Community. …

Ulisses Braga-Neto

4 views Mar 24

Academic · 1 min

Does AI Homogenize Student Thinking? A Multi-Dimensional Analysis of Structural Convergence in AI-Augmented Essays

arXiv:2603.21228v1 Announce Type: new Abstract: While AI-assisted writing has been widely reported to improve essay quality, its impact on the structural diversity of student thinking …

Keito Inoshita, Michiaki Omura, Tsukasa Yamanaka, Go Maeda, Kentaro Tsuji

7 views Mar 24

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Academic

Deep reflective reasoning in interdependence constrained structured data extraction from clinical notes for digital health

Where can AI be used? Insights from a deep ontology of work activities

GMPilot: An Expert AI Agent For FDA cGMP Compliance

Compression is all you need: Modeling Mathematics

Revisiting Tree Search for LLMs: Gumbel and Sequential Halving for Budget-Scalable Reasoning

CRoCoDiL: Continuous and Robust Conditioned Diffusion for Language

Enhancing Safety of Large Language Models via Embedding Space Separation

ProMAS: Proactive Error Forecasting for Multi-Agent Systems Using Markov Transition Dynamics

Modeling Epistemic Uncertainty in Social Perception via Rashomon Set Agents

gUFO: A Gentle Foundational Ontology for Semantic Web Knowledge Graphs

The AI Scientific Community: Agentic Virtual Lab Swarms

Does AI Homogenize Student Thinking? A Multi-Dimensional Analysis of Structural Convergence in AI-Augmented Essays

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