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Academic · 약 1분

How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities

arXiv:2603.02578v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly deployed in socially sensitive domains, yet their unpredictable behaviors, ranging from misaligned intent to …

Ziwen Xu, Kewei Xu, Haoming Xu, Haiwen Hong, Longtao Huang, Hui Xue, Ningyu Zhang, Yongliang Shen, Guozhou Zheng, Huajun Chen, Shumin Deng

조회수 23회 03.07

Academic · 약 1분

ExpGuard: LLM Content Moderation in Specialized Domains

arXiv:2603.02588v1 Announce Type: new Abstract: With the growing deployment of large language models (LLMs) in real-world applications, establishing robust safety guardrails to moderate their inputs …

Minseok Choi, Dongjin Kim, Seungbin Yang, Subin Kim, Youngjun Kwak, Juyoung Oh, Jaegul Choo, Jungmin Son

조회수 26회 03.07

Academic · 약 1분

GPUTOK: GPU Accelerated Byte Level BPE Tokenization

arXiv:2603.02597v1 Announce Type: new Abstract: As large language models move toward million-token context windows, CPU tokenizers become a major slowdown because they process text one …

Venu Gopal Kadamba, Kanishkha Jaisankar

조회수 126회 03.07

Academic · 약 1분

Think, But Don't Overthink: Reproducing Recursive Language Models

arXiv:2603.02615v1 Announce Type: new Abstract: This project reproduces and extends the recently proposed ``Recursive Language Models'' (RLMs) framework by Zhang et al. (2026). This framework …

Daren Wang

조회수 20회 03.07

Academic · 약 1분

Cross-Family Speculative Prefill: Training-Free Long-Context Compression with Small Draft Models

arXiv:2603.02631v1 Announce Type: new Abstract: Prompt length is a major bottleneck in agentic large language model (LLM) workloads, where repeated inference steps and multi-call loops …

Shubhangi Upasani, Ravi Shanker Raju, Bo Li, Mengmeing Ji, John Long, Chen Wu, Urmish Thakker, Guangtao Wang

조회수 61회 03.07

Academic · 약 1분

Real-Time Generation of Game Video Commentary with Multimodal LLMs: Pause-Aware Decoding Approaches

arXiv:2603.02655v1 Announce Type: new Abstract: Real-time video commentary generation provides textual descriptions of ongoing events in videos. It supports accessibility and engagement in domains such …

Anum Afzal, Yuki Saito, Hiroya Takamura, Katsuhito Sudoh, Shinnosuke Takamichi, Graham Neubig, Florian Matthes, Tatsuya Ishigaki

조회수 27회 03.07

Academic · 약 1분

Evaluating Cross-Modal Reasoning Ability and Problem Characteristics with Multimodal Item Response Theory

arXiv:2603.02663v1 Announce Type: new Abstract: Multimodal Large Language Models (MLLMs) have recently emerged as general architectures capable of reasoning over diverse modalities. Benchmarks for MLLMs …

Shunki Uebayashi, Kento Masui, Kyohei Atarashi, Han Bao, Hisashi Kashima, Naoto Inoue, Mayu Otani, Koh Takeuchi

조회수 19회 03.07

Academic · 약 1분

Asymmetric Goal Drift in Coding Agents Under Value Conflict

arXiv:2603.03456v1 Announce Type: new Abstract: Agentic coding agents are increasingly deployed autonomously, at scale, and over long-context horizons. Throughout an agent's lifetime, it must navigate …

Magnus Saebo, Spencer Gibson, Tyler Crosse, Achyutha Menon, Eyon Jang, Diogo Cruz

조회수 31회 03.07

Academic · 약 1분

Build, Judge, Optimize: A Blueprint for Continuous Improvement of Multi-Agent Consumer Assistants

arXiv:2603.03565v1 Announce Type: new Abstract: Conversational shopping assistants (CSAs) represent a compelling application of agentic AI, but moving from prototype to production reveals two underexplored …

Alejandro Breen Herrera, Aayush Sheth, Steven G. Xu, Zhucheng Zhan, Charles Wright, Marcus Yearwood, Hongtai Wei, Sudeep Das

조회수 28회 03.07

Academic · 약 1분

Mozi: Governed Autonomy for Drug Discovery LLM Agents

arXiv:2603.03655v1 Announce Type: new Abstract: Tool-augmented large language model (LLM) agents promise to unify scientific reasoning with computation, yet their deployment in high-stakes domains like …

He Cao, Siyu Liu, Fan Zhang, Zijing Liu, Hao Li, Bin Feng, Shengyuan Bai, Leqing Chen, Kai Xie, Yu Li

조회수 34회 03.07

Academic · 약 1분

MAGE: Meta-Reinforcement Learning for Language Agents toward Strategic Exploration and Exploitation

arXiv:2603.03680v1 Announce Type: new Abstract: Large Language Model (LLM) agents have demonstrated remarkable proficiency in learned tasks, yet they often struggle to adapt to non-stationary …

Lu Yang, Zelai Xu, Minyang Xie, Jiaxuan Gao, Zhao Shok, Yu Wang, Yi Wu

조회수 22회 03.07

Academic · 약 1분

AI4S-SDS: A Neuro-Symbolic Solvent Design System via Sparse MCTS and Differentiable Physics Alignment

arXiv:2603.03686v1 Announce Type: new Abstract: Automated design of chemical formulations is a cornerstone of materials science, yet it requires navigating a high-dimensional combinatorial space involving …

Jiangyu Chen

조회수 39회 03.07

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