Academic

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Academic · 1 min

Does LLM Alignment Really Need Diversity? An Empirical Study of Adapting RLVR Methods for Moral …

arXiv:2603.10588v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) has achieved remarkable success in logical reasoning tasks, yet whether large language model (LLM) …

Zhaowei Zhang, Xiaohan Liu, Xuekai Zhu, Junchao Huang, Ceyao Zhang, Zhiyuan Feng, Yaodong Yang, Xiaoyuan Yi, Xing Xie

13 views Mar 12

Academic · 1 min

MoE-SpAc: Efficient MoE Inference Based on Speculative Activation Utility in Heterogeneous Edge Scenarios

arXiv:2603.09983v1 Announce Type: cross Abstract: Mixture-of-Experts (MoE) models enable scalable performance but face severe memory constraints on edge devices. Existing offloading strategies struggle with I/O …

Shuhuai Li, Jianghao Lin, Dongdong Ge, Yinyu Ye

8 views Mar 12

Academic · 1 min

CUAAudit: Meta-Evaluation of Vision-Language Models as Auditors of Autonomous Computer-Use Agents

arXiv:2603.10577v1 Announce Type: new Abstract: Computer-Use Agents (CUAs) are emerging as a new paradigm in human-computer interaction, enabling autonomous execution of tasks in desktop environment …

Marta Sumyk, Oleksandr Kosovan

15 views Mar 12

Academic · 1 min

Context Over Compute Human-in-the-Loop Outperforms Iterative Chain-of-Thought Prompting in Interview Answer Quality

arXiv:2603.09995v1 Announce Type: cross Abstract: Behavioral interview evaluation using large language models presents unique challenges that require structured assessment, realistic interviewer behavior simulation, and pedagogical …

Kewen Zhu, Zixi Liu, Yanjing Li

15 views Mar 12

Academic · 1 min

Adaptive RAN Slicing Control via Reward-Free Self-Finetuning Agents

arXiv:2603.10564v1 Announce Type: new Abstract: The integration of Generative AI models into AI-native network systems offers a transformative path toward achieving autonomous and adaptive control. …

Yuanhao Li, Haozhe Wang, Geyong Min, Nektarios Georgalas, Wang Miao

31 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

17 views Mar 12

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

24 views Mar 12

Academic · 1 min

GATech at AbjadMed: Bidirectional Encoders vs. Causal Decoders: Insights from 82-Class Arabic Medical Classification

arXiv:2603.10008v1 Announce Type: cross Abstract: This paper presents system description for Arabic medical text classification across 82 distinct categories. Our primary architecture utilizes a fine-tuned …

Ahmed Khaled Khamis

26 views Mar 12

Academic · 1 min

AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for Arabic

arXiv:2603.09982v1 Announce Type: cross Abstract: Encoder-only transformer models remain widely used for discriminative NLP tasks, yet recent architectural advances have largely focused on English. In …

Omar Elshehy, Omer Nacar, Abdelbasset Djamai, Muhammed Ragab, Khloud Al Jallad, Mona Abdelazim

18 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

7 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

7 views Mar 12

Academic · 1 min

FERRET: Framework for Expansion Reliant Red Teaming

arXiv:2603.10010v1 Announce Type: cross Abstract: We introduce a multi-faceted automated red teaming framework in which the goal is to generate multi-modal adversarial conversations that would …

Ninareh Mehrabi, Vitor Albiero, Maya Pavlova, Joanna Bitton

23 views Mar 12

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Academic

Does LLM Alignment Really Need Diversity? An Empirical Study of Adapting RLVR Methods for Moral …

MoE-SpAc: Efficient MoE Inference Based on Speculative Activation Utility in Heterogeneous Edge Scenarios

CUAAudit: Meta-Evaluation of Vision-Language Models as Auditors of Autonomous Computer-Use Agents

Context Over Compute Human-in-the-Loop Outperforms Iterative Chain-of-Thought Prompting in Interview Answer Quality

Adaptive RAN Slicing Control via Reward-Free Self-Finetuning Agents

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

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

GATech at AbjadMed: Bidirectional Encoders vs. Causal Decoders: Insights from 82-Class Arabic Medical Classification

AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for Arabic

Verbalizing LLM's Higher-order Uncertainty via Imprecise Probabilities

Agentic Control Center for Data Product Optimization

FERRET: Framework for Expansion Reliant Red Teaming

JCG, PC

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