语言大模型 / LLM

LLM4Sweat: A Trustworthy Large Language Model for Hyperhidrosis Support

Wenjie Lin, Jin Wei-Kocsis

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；foundation model(abstract)

Fin-PRM: A Domain-Specialized Process Reward Model for Financial Reasoning in Large Language Models

Yuanchen Zhou, Shuo Jiang, Jie Zhu, Junhui Li, Lifan Guo, Feng Chen, Chi Zhang

机构 * School of Computer Science and Technology, Soochow University（苏州大学计算机科学与技术学院） ； Qwen DianJin Team, Alibaba Cloud Computing（阿里云量子金融团队） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

M-$LLM^3$REC: A Motivation-Aware User-Item Interaction Framework for Enhancing Recommendation Accuracy with LLMs

Lining Chen, Qingwen Zeng, Huaming Chen

机构 * The University of Sydney（悉尼大学） 纠错

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 10pages

Large Foundation Model for Ads Recommendation

Shangyu Zhang, Shijie Quan, Zhongren Wang, Junwei Pan, Tianqu Zhuang, Bo Fu, Yilong Sun, Jieying Lin, Jushuo Chen, Xiaotian Li, Zhixiang Feng, Xian Hu, Huiting Deng, Hua Lu, Jinpeng Wang, Boqi Dai, Xiaoyu Chen, Bin Hu, Lili Huang, Yanwen Wu, Yeshou Cai, Qi Zhou, Huang Tang, Chunfeng Yang, Chengguo Yin, Tingyu Jiang, Lifeng Wang, Shudong Huang, Dapeng Liu, Lei Xiao, Haijie Gu, Shu-Tao Xia, Jie Jiang

机构 * Tencent Company（腾讯公司） ； Tsinghua University（清华大学） 纠错

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.LG

Trained Miniatures: Low cost, High Efficacy SLMs for Sales & Marketing

Ishaan Bhola, Mukunda NS, Sravanth Kurmala, Harsh Nandwani, Arihant Jain

机构 * SuperAGI Research（SuperAGI研究） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；small language model(abstract)；分类 cs.CL、cs.AI

KEA Explain: Explanations of Hallucinations using Graph Kernel Analysis

Reilly Haskins, Benjamin Adams

机构 * Department of Computer Science and Software Engineering, University of Canterbury（计算机科学与软件工程系，坎特伯雷大学） 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine

Maxime Griot, Jean Vanderdonckt, Demet Yuksel, Coralie Hemptinne

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments ACL 2025 main

CREMA: A Contrastive Regularized Masked Autoencoder for Robust ECG Diagnostics across Clinical Domains

Junho Song, Jong-Hwan Jang, DongGyun Hong, Joon-myoung Kwon, Yong-Yeon Jo

机构 * AI Group, Medical AI Co., Ltd.（医疗AI公司人工智能小组） 纠错

专题命中 领域大模型 ：foundation model(abstract)；pretraining(abstract)；分类 cs.AI、cs.LG

Comments 10 pages

A Robust BERT-Based Deep Learning Model for Automated Cancer Type Extraction from Unstructured Pathology Reports

Minh Tran, Jeffery C. Chan, Min Li Huang, Maya Kansara, John P. Grady, Christine E. Napier, Subotheni Thavaneswaran, Mandy L. Ballinger, David M. Thomas, Frank P. Lin

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.LG

MCA-RG: Enhancing LLMs with Medical Concept Alignment for Radiology Report Generation

Qilong Xing, Zikai Song, Youjia Zhang, Na Feng, Junqing Yu, Wei Yang

机构 * Huazhong University of Science and Technology（华中科技大学） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments MICCAI 2025

A Case for Specialisation in Non-Human Entities

El-Mahdi El-Mhamdi, Lê-Nguyên Hoang, Mariame Tighanimine

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Accepted to AAAI/ACM AIES 2025

On the Comprehensibility of Multi-structured Financial Documents using LLMs and Pre-processing Tools

Shivani Upadhyay, Messiah Ataey, Syed Shariyar Murtaza, Yifan Nie, Jimmy Lin

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Comments 15 pages, 5 figures, 9 tables

Generating Negative Samples for Multi-Modal Recommendation

Yanbiao Ji, Dan Luo, Chang Liu, Shaokai Wu, Jing Tong, Qicheng He, Deyi Ji, Hongtao Lu, Yue Ding

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Comments Accepted by ACM Multimedia

NiceWebRL: a Python library for human subject experiments with reinforcement learning environments

Wilka Carvalho, Vikram Goddla, Ishaan Sinha, Hoon Shin, Kunal Jha

机构 * Kempner Institute for the Study of Natural and Artificial Intelligence（肯普纳自然与人工智能研究 institute） ； Harvard University（哈佛大学） ； Harvard College（哈佛学院） ； University of Washington（华盛顿大学） 纠错

专题命中 领域大模型 ：LLM(abstract)；分类 cs.AI

Fine-grained Multi-class Nuclei Segmentation with Molecular-empowered All-in-SAM Model

Xueyuan Li, Can Cui, Ruining Deng, Yucheng Tang, Quan Liu, Tianyuan Yao, Shunxing Bao, Naweed Chowdhury, Haichun Yang, Yuankai Huo

专题命中 领域大模型 ：foundation model(abstract)

Comments 25 pages, 3 figures, accepted by Journal of Medical Imaging

Pathology-Informed Latent Diffusion Model for Anomaly Detection in Lymph Node Metastasis

Jiamu Wang, Keunho Byeon, Jinsol Song, Anh Nguyen, Sangjeong Ahn, Sung Hak Lee, Jin Tae Kwak

机构 * School of Electrical Engineering, Korea University, Seoul 02841, Korea（韩国大学电子工程学院） ； Department of Pathology, Korea University Anam Hospital and Department of Biomedical Informatics, Korea University College of Medicine, Seoul 02841, Korea（韩国大学医学院病理学系） ； Department of Hospital Pathology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea（韩国天主大学医学院圣玛丽医院医院病理学系） 纠错

专题命中 领域大模型 ：language model(abstract)

DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup

Zhen Qu, Xian Tao, Xinyi Gong, ShiChen Qu, Xiaopei Zhang, Xingang Wang, Fei Shen, Zhengtao Zhang, Mukesh Prasad, Guiguang Ding

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； Casivision ； Longmen Laboratory（龙门实验室） ； HDU ； UTS ； UCLA（加州大学洛杉矶分校） ； Tsinghua University（清华大学） 纠错

专题命中 领域大模型 ：language model(abstract)

Comments Accepted by ICCV 2025, Project: https://github.com/xiaozhen228/DictAS