语言大模型 / LLM - arXivDaily 专题

2409.01145 2024-09-04 cs.SI cs.AI 88%

LATEX-GCL: Large Language Models (LLMs)-Based Data Augmentation for Text-Attributed Graph Contrastive Learning

Haoran Yang, Xiangyu Zhao, Sirui Huang, Qing Li, Guandong Xu

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

2409.00695 2024-09-04 cs.CV cs.AI 88%

Curriculum Prompting Foundation Models for Medical Image Segmentation

Xiuqi Zheng, Yuhang Zhang, Haoran Zhang, Hongrui Liang, Xueqi Bao, Zhuqing Jiang, Qicheng Lao

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

Comments Accepted by MICCAI 2024

2409.00323 2024-09-04 cs.CL cs.SE 88%

From Prediction to Application: Language Model-based Code Knowledge Tracing with Domain Adaptive Pre-Training and Automatic Feedback System with Pedagogical Prompting for Comprehensive Programming Education

Unggi Lee, Jiyeong Bae, Yeonji Jung, Minji Kang, Gyuri Byun, Yeonseo Lee, Dohee Kim, Sookbun Lee, Jaekwon Park, Taekyung Ahn, Gunho Lee, Hyeoncheol Kim

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

Comments 9 pages, 2 figures

2401.04057 2024-08-31 cs.IR cs.AI cs.SE 88%

Unveiling Bias in Fairness Evaluations of Large Language Models: A Critical Literature Review of Music and Movie Recommendation Systems

Chandan Kumar Sah, Lian Xiaoli, Muhammad Mirajul Islam

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

Comments 10 pages

2408.16601 2024-08-30 cs.SE cs.AI 88%

Examination of Code generated by Large Language Models

Robin Beer, Alexander Feix, Tim Guttzeit, Tamara Muras, Vincent Müller, Maurice Rauscher, Florian Schäffler, Welf Löwe

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

2408.11288 2024-08-22 cs.AI 88%

Applying and Evaluating Large Language Models in Mental Health Care: A Scoping Review of Human-Assessed Generative Tasks

Yining Hua, Hongbin Na, Zehan Li, Fenglin Liu, Xiao Fang, David Clifton, John Torous

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

2408.09773 2024-08-20 cs.CL 88%

Are Large Language Models More Honest in Their Probabilistic or Verbalized Confidence?

Shiyu Ni, Keping Bi, Lulu Yu, Jiafeng Guo

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

2408.06943 2024-08-14 cs.LG 88%

Towards Holistic Disease Risk Prediction using Small Language Models

Liv Björkdahl, Oskar Pauli, Johan Östman, Chiara Ceccobello, Sara Lundell, Magnus Kjellberg

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

Comments 6 pages, submitted to ICMLA

2408.05855 2024-08-13 cs.CR cs.LG 88%

Using Retriever Augmented Large Language Models for Attack Graph Generation

Renascence Tarafder Prapty, Ashish Kundu, Arun Iyengar

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

2408.03533 2024-08-13 cs.IR cs.AI 88%

Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation

Jiachen Zhu, Jianghao Lin, Xinyi Dai, Bo Chen, Rong Shan, Jieming Zhu, Ruiming Tang, Yong Yu, Weinan Zhang

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

2404.01165 2024-08-13 cs.CL 88%

LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models

Haoran Li, Junqi Liu, Zexian Wang, Shiyuan Luo, Xiaowei Jia, Huaxiu Yao

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

Comments COLM camera-ready version. Code is released at https://github.com/hrlics/LITE

2403.05063 2024-08-06 cs.IR cs.AI 88%

Aligning Large Language Models for Controllable Recommendations

Wensheng Lu, Jianxun Lian, Wei Zhang, Guanghua Li, Mingyang Zhou, Hao Liao, Xing Xie

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

Comments 14 pages; Accepted by ACL 2024 main conference

2407.19900 2024-07-30 cs.SD cs.AI eess.AS 88%

Practical and Reproducible Symbolic Music Generation by Large Language Models with Structural Embeddings

Seungyeon Rhyu, Kichang Yang, Sungjun Cho, Jaehyeon Kim, Kyogu Lee, Moontae Lee

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

Comments 9 pages, 6 figures, 4 tables

2407.19118 2024-07-30 cs.AI 88%

Large Language Models as Co-Pilots for Causal Inference in Medical Studies

Ahmed Alaa, Rachael V. Phillips, Emre Kıcıman, Laura B. Balzer, Mark van der Laan, Maya Petersen

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

2406.03855 2024-07-25 cs.CL 88%

Performance of large language models in numerical vs. semantic medical knowledge: Benchmarking on evidence-based Q&As

Eden Avnat, Michal Levy, Daniel Herstain, Elia Yanko, Daniel Ben Joya, Michal Tzuchman Katz, Dafna Eshel, Sahar Laros, Yael Dagan, Shahar Barami, Joseph Mermelstein, Shahar Ovadia, Noam Shomron, Varda Shalev, Raja-Elie E. Abdulnour

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

2407.15987 2024-07-24 stat.AP cs.AI 88%

AI for Handball: predicting and explaining the 2024 Olympic Games tournament with Deep Learning and Large Language Models

Florian Felice

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

2407.13934 2024-07-22 cs.CY cs.AI 88%

Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models

Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, Kendall N. Niles, Ken Pathak, Steven Sloan

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

Comments Under review at Proceedings of the IEEE

2407.12309 2024-07-18 cs.CL 88%

MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models

Thao Minh Nguyen Phan, Cong-Tinh Dao, Chenwei Wu, Jian-Zhe Wang, Shun Liu, Jun-En Ding, David Restrepo, Feng Liu, Fang-Ming Hung, Wen-Chih Peng

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

2407.12031 2024-07-18 cs.CY cs.AI 88%

Evaluation of Bias Towards Medical Professionals in Large Language Models

Xi Chen, Yang Xu, MingKe You, Li Wang, WeiZhi Liu, Jian Li

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

Comments 36 pages, 6 figures

2407.08942 2024-07-15 cs.IR cs.AI 88%

A Neural Matrix Decomposition Recommender System Model based on the Multimodal Large Language Model

Ao Xiang, Bingjie Huang, Xinyu Guo, Haowei Yang, Tianyao Zheng

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

2310.07338 2024-07-12 cs.LG 88%

From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models

Xumeng Wen, Han Zhang, Shun Zheng, Wei Xu, Jiang Bian

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

Comments Accepted by KDD 2024

2407.07630 2024-07-11 cs.CL 88%

A Review of the Challenges with Massive Web-mined Corpora Used in Large Language Models Pre-Training

Michał Perełkiewicz, Rafał Poświata

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

Comments 8 pages, Icaisc 2024 conference

2407.07296 2024-07-11 physics.med-ph cs.AI cs.CV 88%

Large Language Model-Augmented Auto-Delineation of Treatment Target Volume in Radiation Therapy

Praveenbalaji Rajendran, Yong Yang, Thomas R. Niedermayr, Michael Gensheimer, Beth Beadle, Quynh-Thu Le, Lei Xing, Xianjin Dai

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

2407.05758 2024-07-09 eess.IV cs.AI cs.CV 88%

Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports

Yutong Zhang, Yi Pan, Tianyang Zhong, Peixin Dong, Kangni Xie, Yuxiao Liu, Hanqi Jiang, Zhengliang Liu, Shijie Zhao, Tuo Zhang, Xi Jiang, Dinggang Shen, Tianming Liu, Xin Zhang

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

2401.10733 2024-07-03 cs.IR cs.AI 88%

Dynamic Q&A of Clinical Documents with Large Language Models

Ran Elgedawy, Ioana Danciu, Maria Mahbub, Sudarshan Srinivasan

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

Comments 15 pages, 4 figures

2402.09742 2024-07-01 cs.CL 88%

AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator

Zhihao Fan, Jialong Tang, Wei Chen, Siyuan Wang, Zhongyu Wei, Jun Xi, Fei Huang, Jingren Zhou

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

Comments https://github.com/LibertFan/AI_Hospital

2311.10947 2024-06-25 cs.IR cs.AI 88%

RecExplainer: Aligning Large Language Models for Explaining Recommendation Models

Yuxuan Lei, Jianxun Lian, Jing Yao, Xu Huang, Defu Lian, Xing Xie

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

Comments 12 pages, 9 figures, 5 tables

2406.11400 2024-06-18 cs.CL astro-ph.IM 88%

Large Language Models and Knowledge Graphs for Astronomical Entity Disambiguation

Golnaz Shapurian

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

2406.11328 2024-06-18 cs.CL 88%

Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams

Zheheng Luo, Chenhan Yuan, Qianqian Xie, Sophia Ananiadou

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

Comments 15 pages, 4 figures

2406.08751 2024-06-14 cs.AI 88%

3D Building Generation in Minecraft via Large Language Models

Shiying Hu, Zengrong Huang, Chengpeng Hu, Jialin Liu

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

Comments This paper has been accepted by IEEE Conference on Games

1. 领域大模型 12659 篇

LATEX-GCL: Large Language Models (LLMs)-Based Data Augmentation for Text-Attributed Graph Contrastive Learning

Curriculum Prompting Foundation Models for Medical Image Segmentation

From Prediction to Application: Language Model-based Code Knowledge Tracing with Domain Adaptive Pre-Training and Automatic Feedback System with Pedagogical Prompting for Comprehensive Programming Education

Unveiling Bias in Fairness Evaluations of Large Language Models: A Critical Literature Review of Music and Movie Recommendation Systems

Examination of Code generated by Large Language Models

Applying and Evaluating Large Language Models in Mental Health Care: A Scoping Review of Human-Assessed Generative Tasks

Are Large Language Models More Honest in Their Probabilistic or Verbalized Confidence?

Towards Holistic Disease Risk Prediction using Small Language Models

Using Retriever Augmented Large Language Models for Attack Graph Generation

Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation

LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models

Aligning Large Language Models for Controllable Recommendations

Practical and Reproducible Symbolic Music Generation by Large Language Models with Structural Embeddings

Large Language Models as Co-Pilots for Causal Inference in Medical Studies

Performance of large language models in numerical vs. semantic medical knowledge: Benchmarking on evidence-based Q&As

AI for Handball: predicting and explaining the 2024 Olympic Games tournament with Deep Learning and Large Language Models

Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models

MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models

Evaluation of Bias Towards Medical Professionals in Large Language Models

A Neural Matrix Decomposition Recommender System Model based on the Multimodal Large Language Model

From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models

A Review of the Challenges with Massive Web-mined Corpora Used in Large Language Models Pre-Training

Large Language Model-Augmented Auto-Delineation of Treatment Target Volume in Radiation Therapy

Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports

Dynamic Q&A of Clinical Documents with Large Language Models

AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator

RecExplainer: Aligning Large Language Models for Explaining Recommendation Models

Large Language Models and Knowledge Graphs for Astronomical Entity Disambiguation

Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams

3D Building Generation in Minecraft via Large Language Models