语言大模型 / LLM - arXivDaily 专题

2409.02608 2024-09-05 cs.CV 88%

A Medical Multimodal Large Language Model for Pediatric Pneumonia

Weiwei Tian, Xinyu Huang, Tianhao Cheng, Wen He, Jinwu Fang, Rui Feng, Daoying Geng, Xiaobo Zhang

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

Comments 18 pages, 10 figures

2409.00341 2024-09-04 cs.CV 88%

Aligning Medical Images with General Knowledge from Large Language Models

Xiao Fang, Yi Lin, Dong Zhang, Kwang-Ting Cheng, Hao Chen

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

2408.12141 2024-08-23 cs.CV 88%

TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Model

Yuhao Wang, Chao Hao, Yawen Cui, Xinqi Su, Weicheng Xie, Tao Tan, Zitong Yu

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

2408.07222 2024-08-15 q-bio.MN 88%

The gene function prediction challenge: large language models and knowledge graphs to the rescue

Rohan Shawn Sunil, Shan Chun Lim, Manoj Itharajula, Marek Mutwil

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

2407.16209 2024-07-24 cs.CR cs.ET 88%

VidyaRANG: Conversational Learning Based Platform powered by Large Language Model

Chitranshu Harbola, Anupam Purwar

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

2407.14355 2024-07-22 cs.SD eess.AS 88%

Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models

Xuenan Xu, Pingyue Zhang, Ming Yan, Ji Zhang, Mengyue Wu

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

Comments Interspeech 2024

2405.08786 2024-07-11 cs.CV 88%

Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring

Tiantian Zhang, Manxi Lin, Hongda Guo, Xiaofan Zhang, Ka Fung Peter Chiu, Aasa Feragen, Qi Dou

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

2407.05308 2024-07-09 physics.ed-ph 88%

Exploring the Educational Landscape of AI: Large Language Models' Approaches to Explaining Conservation of Momentum in Physics

Keisuke Sato

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

2406.18146 2024-07-01 cs.CV 88%

A Refer-and-Ground Multimodal Large Language Model for Biomedicine

Xiaoshuang Huang, Haifeng Huang, Lingdong Shen, Yehui Yang, Fangxin Shang, Junwei Liu, Jia Liu

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

Comments Accepted by MICCAI2024

2406.01391 2024-06-18 astro-ph.IM cs.DL 88%

Knowledge Graph in Astronomical Research with Large Language Models: Quantifying Driving Forces in Interdisciplinary Scientific Discovery

Zechang Sun, Yuan-Sen Ting, Yaobo Liang, Nan Duan, Song Huang, Zheng Cai

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

Comments An interactive version of the knowledge graph is made publicly available at https://astrokg.github.io/. Accepted to IJCAI 2024 AI4Research Workshop. Comments are welcome

2406.06049 2024-06-11 cs.CY 88%

Enhancing Food Safety in Supply Chains: The Potential Role of Large Language Models in Preventing Campylobacter Contamination

Asaf Tzachor

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

Comments 29 pages, 1 figure, 3 boxes

2406.03210 2024-06-06 cs.IR 88%

Text-like Encoding of Collaborative Information in Large Language Models for Recommendation

Yang Zhang, Keqin Bao, Ming Yan, Wenjie Wang, Fuli Feng, Xiangnan He

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

Comments Accepted by ACL 2024

2405.19578 2024-05-31 cs.CE econ.GN q-fin.EC 88%

The Accuracy of Domain Specific and Descriptive Analysis Generated by Large Language Models

Denish Omondi Otieno, Faranak Abri, Sima Siami-Namini, Akbar Siami Namin

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

Comments 12 pages

2404.12335 2024-05-30 cs.SE 88%

Normative Requirements Operationalization with Large Language Models

Nick Feng, Lina Marsso, S. Getir Yaman, Isobel Standen, Yesugen Baatartogtokh, Reem Ayad, Victória Oldemburgo de Mello, Bev Townsend, Hanne Bartels, Ana Cavalcanti, Radu Calinescu, Marsha Chechik

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

2405.02260 2024-05-06 cs.HC 88%

Leveraging Large Language Models to Enhance Domain Expert Inclusion in Data Science Workflows

Jasmine Y. Shih, Vishal Mohanty, Yannis Katsis, Hariharan Subramonyam

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

2404.14356 2024-04-23 cs.SE 88%

Rethinking Legal Compliance Automation: Opportunities with Large Language Models

Shabnam Hassani, Mehrdad Sabetzadeh, Daniel Amyot, Jain Liao

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

Comments Accepted for publication at the RE@Next! track of RE 2024

2312.13905 2024-04-23 cs.RO cs.AI cs.CL cs.HC cs.LG 88%

Domain-Specific Fine-Tuning of Large Language Models for Interactive Robot Programming

Benjamin Alt, Urs Keßner, Aleksandar Taranovic, Darko Katic, Andreas Hermann, Rainer Jäkel, Gerhard Neumann

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

Comments 5 pages, 1 figure, presented at the 2024 European Robotics Forum in Rimini, Italy

2404.06311 2024-04-10 cs.IR 88%

DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-level

Shen Gao, Yifan Wang, Jiabao Fang, Lisi Chen, Peng Han, Shuo Shang

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

Comments 5 pages, 2 figures

2312.04076 2024-04-04 cs.CV 88%

Large Language Models are Good Prompt Learners for Low-Shot Image Classification

Zhaoheng Zheng, Jingmin Wei, Xuefeng Hu, Haidong Zhu, Ram Nevatia

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

Comments CVPR 2024

2404.00578 2024-04-02 cs.CV 88%

M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Fan Bai, Yuxin Du, Tiejun Huang, Max Q. -H. Meng, Bo Zhao

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

Comments MLLM, 3D medical image analysis

2403.18325 2024-03-28 cs.IR 88%

Common Sense Enhanced Knowledge-based Recommendation with Large Language Model

Shenghao Yang, Weizhi Ma, Peijie Sun, Min Zhang, Qingyao Ai, Yiqun Liu, Mingchen Cai

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

Comments Accepted by DASFAA 2024

2403.12239 2024-03-20 cs.CR cs.DC 88%

Large language models in 6G security: challenges and opportunities

Tri Nguyen, Huong Nguyen, Ahmad Ijaz, Saeid Sheikhi, Athanasios V. Vasilakos, Panos Kostakos

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

Comments 29 pages, 2 figures

2307.09249 2024-03-14 cs.LG cs.AI cs.CL 88%

UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science

Yazheng Yang, Yuqi Wang, Guang Liu, Ledell Wu, Qi Liu

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

Comments ICLR 2024, 9 pages

2403.07407 2024-03-13 cs.CV 88%

In-context learning enables multimodal large language models to classify cancer pathology images

Dyke Ferber, Georg Wölflein, Isabella C. Wiest, Marta Ligero, Srividhya Sainath, Narmin Ghaffari Laleh, Omar S. M. El Nahhas, Gustav Müller-Franzes, Dirk Jäger, Daniel Truhn, Jakob Nikolas Kather

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

Comments 40 pages, 5 figures

2403.05816 2024-03-12 cs.HC 88%

LEVA: Using Large Language Models to Enhance Visual Analytics

Yuheng Zhao, Yixing Zhang, Yu Zhang, Xinyi Zhao, Junjie Wang, Zekai Shao, Cagatay Turkay, Siming Chen

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

Comments Accepted to IEEE TVCG 2024

2403.05141 2024-03-11 cs.CV 88%

Med3DInsight: Enhancing 3D Medical Image Understanding with 2D Multi-Modal Large Language Models

Qiuhui Chen, Huping Ye, Yi Hong

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

2402.12620 2024-02-21 cs.CY 88%

Are Large Language Models (LLMs) Good Social Predictors?

Kaiqi Yang, Hang Li, Hongzhi Wen, Tai-Quan Peng, Jiliang Tang, Hui Liu

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

2402.11883 2024-02-21 cs.CV 88%

InMD-X: Large Language Models for Internal Medicine Doctors

Hansle Gwon, Imjin Ahn, Hyoje Jung, Byeolhee Kim, Young-Hak Kim, Tae Joon Jun

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

2402.08360 2024-02-14 cs.CV 88%

Visual Question Answering Instruction: Unlocking Multimodal Large Language Model To Domain-Specific Visual Multitasks

Jusung Lee, Sungguk Cha, Younghyun Lee, Cheoljong Yang

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

2402.06475 2024-02-12 cs.CV 88%

Large Language Models for Captioning and Retrieving Remote Sensing Images

João Daniel Silva, João Magalhães, Devis Tuia, Bruno Martins

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

1. 领域大模型 12565 篇

A Medical Multimodal Large Language Model for Pediatric Pneumonia

Aligning Medical Images with General Knowledge from Large Language Models

TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Model

The gene function prediction challenge: large language models and knowledge graphs to the rescue

VidyaRANG: Conversational Learning Based Platform powered by Large Language Model

Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models

Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring

Exploring the Educational Landscape of AI: Large Language Models' Approaches to Explaining Conservation of Momentum in Physics

A Refer-and-Ground Multimodal Large Language Model for Biomedicine

Knowledge Graph in Astronomical Research with Large Language Models: Quantifying Driving Forces in Interdisciplinary Scientific Discovery

Enhancing Food Safety in Supply Chains: The Potential Role of Large Language Models in Preventing Campylobacter Contamination

Text-like Encoding of Collaborative Information in Large Language Models for Recommendation

The Accuracy of Domain Specific and Descriptive Analysis Generated by Large Language Models

Normative Requirements Operationalization with Large Language Models

Leveraging Large Language Models to Enhance Domain Expert Inclusion in Data Science Workflows

Rethinking Legal Compliance Automation: Opportunities with Large Language Models

Domain-Specific Fine-Tuning of Large Language Models for Interactive Robot Programming

DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-level

Large Language Models are Good Prompt Learners for Low-Shot Image Classification

M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Common Sense Enhanced Knowledge-based Recommendation with Large Language Model

Large language models in 6G security: challenges and opportunities

UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science

In-context learning enables multimodal large language models to classify cancer pathology images

LEVA: Using Large Language Models to Enhance Visual Analytics

Med3DInsight: Enhancing 3D Medical Image Understanding with 2D Multi-Modal Large Language Models

Are Large Language Models (LLMs) Good Social Predictors?

InMD-X: Large Language Models for Internal Medicine Doctors

Visual Question Answering Instruction: Unlocking Multimodal Large Language Model To Domain-Specific Visual Multitasks

Large Language Models for Captioning and Retrieving Remote Sensing Images