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Academic · 약 1분

MedGPT-oss: Training a General-Purpose Vision-Language Model for Biomedicine

arXiv:2603.00842v1 Announce Type: new Abstract: Biomedical multimodal assistants have the potential to unify radiology, pathology, and clinical-text reasoning, yet a critical deployment gap remains: top-performing …

Kai Zhang, Zhengqing Yuan, Cheng Peng, Songlin Zhao, Mengxian Lyu, Ziyi Chen, Yanfang Ye, Wei Liu, Ying Zhang, Kaleb E Smith, Lifang He, Lichao Sun, Yonghui Wu

조회수 22회 03.04

Academic · 약 1분

CHIMERA: Compact Synthetic Data for Generalizable LLM Reasoning

arXiv:2603.00889v1 Announce Type: new Abstract: Large Language Models (LLMs) have recently exhibited remarkable reasoning capabilities, largely enabled by supervised fine-tuning (SFT)- and reinforcement learning (RL)-based …

Xinyu Zhu, Yihao Feng, Yanchao Sun, Xianzhi Du, Pingzhi Li, Olli Saarikivi, Yun Zhu, Yu Meng

조회수 28회 03.04

Academic · 약 1분

KVSlimmer: Theoretical Insights and Practical Optimizations for Asymmetric KV Merging

arXiv:2603.00907v1 Announce Type: new Abstract: The growing computational and memory demands of the Key-Value (KV) cache significantly limit the ability of Large Language Models (LLMs). …

Lianjun Liu, Hongli An, Weiqi Yan, Xin Du, Shengchuan Zhang, Huazhong Liu, Yunshan Zhong

조회수 18회 03.04

Academic · 약 1분

Prompt Sensitivity and Answer Consistency of Small Open-Source Large Language Models on Clinical Question Answering: …

arXiv:2603.00917v1 Announce Type: new Abstract: Small open-source language models are gaining attention for low-resource healthcare settings, but their reliability under different prompt phrasings remains poorly …

Shravani Hariprasad

조회수 21회 03.04

Academic · 약 1분

Hybrid Neural-LLM Pipeline for Morphological Glossing in Endangered Language Documentation: A Case Study of Jungar …

arXiv:2603.00923v1 Announce Type: new Abstract: Interlinear glossed text (IGT) creation remains a major bottleneck in linguistic documentation and fieldwork, particularly for low-resource morphologically rich languages. …

Siyu Liang, Talant Mawkanuli, Gina-Anne Levow

조회수 32회 03.04

Academic · 약 1분

Conformal Prediction for Risk-Controlled Medical Entity Extraction Across Clinical Domains

arXiv:2603.00924v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly used for medical entity extraction, yet their confidence scores are often miscalibrated, limiting safe …

Manil Shrestha, Edward Kim

조회수 27회 03.04

Academic · 약 1분

The Aftermath of DrawEduMath: Vision Language Models Underperform with Struggling Students and Misdiagnose Errors

arXiv:2603.00925v1 Announce Type: new Abstract: Effective mathematics education requires identifying and responding to students' mistakes. For AI to support pedagogical applications, models must perform well …

Li Lucy, Albert Zhang, Nathan Anderson, Ryan Knight, Kyle Lo

조회수 33회 03.04

Academic · 약 1분

Towards Orthographically-Informed Evaluation of Speech Recognition Systems for Indian Languages

arXiv:2603.00941v1 Announce Type: new Abstract: Evaluating ASR systems for Indian languages is challenging due to spelling variations, suffix splitting flexibility, and non-standard spellings in code-mixed …

Kaushal Santosh Bhogale, Tahir Javed, Greeshma Susan John, Dhruv Rathi, Akshayasree Padmanaban, Niharika Parasa, Mitesh M. Khapra

조회수 29회 03.04

Academic · 약 1분

Qayyem: A Real-time Platform for Scoring Proficiency of Arabic Essays

arXiv:2603.01009v1 Announce Type: new Abstract: Over the past years, Automated Essay Scoring (AES) systems have gained increasing attention as scalable and consistent solutions for assessing …

Hoor Elbahnasawi, Marwan Sayed, Sohaila Eltanbouly, Fatima Brahamia, Tamer Elsayed

조회수 21회 03.04

Academic · 약 1분

Thoth: Mid-Training Bridges LLMs to Time Series Understanding

arXiv:2603.01042v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated remarkable success in general-purpose reasoning. However, they still struggle to understand and reason about …

Jiafeng Lin, Yuxuan Wang, Jialong Wu, Huakun Luo, Zhongyi Pei, Jianmin Wang

조회수 24회 03.04

Academic · 약 1분

GroupGPT: A Token-efficient and Privacy-preserving Agentic Framework for Multi-User Chat Assistant

arXiv:2603.01059v1 Announce Type: new Abstract: Recent advances in large language models (LLMs) have enabled increasingly capable chatbots. However, most existing systems focus on single-user settings …

Zhuokang Shen, Yifan Wang, Hanyu Chen, Wenxuan Huang, Shaohui Lin

조회수 25회 03.04

Academic · 약 1분

How RL Unlocks the Aha Moment in Geometric Interleaved Reasoning

arXiv:2603.01070v1 Announce Type: new Abstract: Solving complex geometric problems inherently requires interleaved reasoning: a tight alternation between constructing diagrams and performing logical deductions. Although recent …

Xiangxiang Zhang, Caijun Jia, Siyuan Li, Dingyu He, Xiya Xiong, Zheng Sun, Honghao He, Yuchen Wu, Bihui Yu, Linzhuang Sun, Cheng Tan, Jingxuan Wei

조회수 19회 03.04

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