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Academic · 약 1분

EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings

arXiv:2603.13594v1 Announce Type: new Abstract: Large language models are shifting from passive information providers to active agents intended for complex workflows. However, their deployment as …

Shiva Krishna Reddy Malay, Shravan Nayak, Jishnu Sethumadhavan Nair, Sagar Davasam, Aman Tiwari, Sathwik Tejaswi Madhusudhan, Sridhar Krishna Nemala, Srinivas Sunkara, Sai Rajeswar

조회수 21회 03.17

Academic · 약 1분

EviAgent: Evidence-Driven Agent for Radiology Report Generation

arXiv:2603.13956v1 Announce Type: new Abstract: Automated radiology report generation holds immense potential to alleviate the heavy workload of radiologists. Despite the formidable vision-language capabilities of …

Tuoshi Qi, Shenshen Bu, Yingfei Xiang, Zhiming Dai

조회수 22회 03.17

Academic · 약 1분

Optimizing LLM Annotation of Classroom Discourse through Multi-Agent Orchestration

arXiv:2603.13353v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly positioned as scalable tools for annotating educational data, including classroom discourse, interaction logs, and …

Bakhtawar Ahtisham, Kirk Vanacore, Rene F. Kizilcec

조회수 54회 03.17

Academic · 약 1분

The AI Fiction Paradox

arXiv:2603.13545v1 Announce Type: new Abstract: AI development has a fiction dependency problem: models are built on massive corpora of modern fiction and desperately need more …

Katherine Elkins

조회수 44회 03.17

Academic · 약 1분

GRPO and Reflection Reward for Mathematical Reasoning in Large Language Models

arXiv:2603.14041v1 Announce Type: new Abstract: The enhancement of reasoning capabilities in large language models (LLMs) has garnered significant attention, with supervised fine-tuning (SFT) and reinforcement …

Zhijie Wang

조회수 25회 03.17

Academic · 약 1분

Repetition Without Exclusivity: Scale Sensitivity of Referential Mechanisms in Child-Scale Language Models

arXiv:2603.13696v1 Announce Type: new Abstract: We present the first systematic evaluation of mutual exclusivity (ME) -- the bias to map novel words to novel referents …

Jon-Paul Cacioli

조회수 46회 03.17

Academic · 약 1분

Human Attribution of Causality to AI Across Agency, Misuse, and Misalignment

arXiv:2603.13236v1 Announce Type: new Abstract: AI-related incidents are becoming increasingly frequent and severe, ranging from safety failures to misuse by malicious actors. In such complex …

Maria Victoria Carro, David Lagnado

조회수 41회 03.17

Academic · 약 1분

AutoTool: Automatic Scaling of Tool-Use Capabilities in RL via Decoupled Entropy Constraints

arXiv:2603.13348v1 Announce Type: new Abstract: Tool use represents a critical capability for AI agents, with recent advances focusing on leveraging reinforcement learning (RL) to scale …

Yirong Zeng, Xiao Ding, Yufei Liu, Yuxian Wang, Qunyao Du, Yutai Hou, Wu Ning, Haonan Song, Duyu Tang, Dandan Tu, Bing Qin, Ting Liu

조회수 35회 03.17

Academic · 약 1분

Intelligent Materials Modelling: Large Language Models Versus Partial Least Squares Regression for Predicting Polysulfone Membrane …

arXiv:2603.13834v1 Announce Type: new Abstract: Predicting the mechanical properties of polysulfone (PSF) membranes from structural descriptors remains challenging due to extreme data scarcity typical of …

Dingding Cao, Mieow Kee Chan, Wan Sieng Yeo, Said Bey, Alberto Figoli

조회수 26회 03.17

Academic · 약 1분

MESD: Detecting and Mitigating Procedural Bias in Intersectional Groups

arXiv:2603.13452v1 Announce Type: new Abstract: Research about bias in machine learning has mostly focused on outcome-oriented fairness metrics (e.g., equalized odds) and on a single …

Gideon Popoola, John Sheppard

조회수 48회 03.17

Academic · 약 1분

Projection-Free Evolution Strategies for Continuous Prompt Search

arXiv:2603.13786v1 Announce Type: new Abstract: Continuous prompt search offers a computationally efficient alternative to conventional parameter tuning in natural language processing tasks. Nevertheless, its practical …

Yu Cai, Canxi Huang, Xiaoyu He

조회수 77회 03.17

Academic · 약 1분

The Phenomenology of Hallucinations

arXiv:2603.13911v1 Announce Type: new Abstract: We show that language models hallucinate not because they fail to detect uncertainty, but because of a failure to integrate …

Valeria Ruscio, Keiran Thompson

조회수 21회 03.17

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