语言大模型 / LLM - arXivDaily 专题

2409.13893 2024-09-24 cs.CL 88%

Transfer Learning with Clinical Concept Embeddings from Large Language Models

Yuhe Gao, Runxue Bao, Yuelyu Ji, Yiming Sun, Chenxi Song, Jeffrey P. Ferraro, Ye Ye

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

2409.12046 2024-09-20 cs.CL 88%

Using Large Language Models to Generate Clinical Trial Tables and Figures

Yumeng Yang, Peter Krusche, Kristyn Pantoja, Cheng Shi, Ethan Ludmir, Kirk Roberts, Gen Zhu

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

2401.13867 2024-09-18 cs.CL 88%

Unmasking and Quantifying Racial Bias of Large Language Models in Medical Report Generation

Yifan Yang, Xiaoyu Liu, Qiao Jin, Furong Huang, Zhiyong Lu

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

2409.08523 2024-09-17 cs.CL 88%

Eir: Thai Medical Large Language Models

Yutthakorn Thiprak, Rungtam Ngodngamthaweesuk, Songtam Ngodngamtaweesuk

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

Comments typos corrected, and references added

2409.08792 2024-09-16 cs.CL 88%

Optimizing Ingredient Substitution Using Large Language Models to Enhance Phytochemical Content in Recipes

Luis Rita, Josh Southern, Ivan Laponogov, Kyle Higgins, Kirill Veselkov

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

2409.06164 2024-09-11 cs.CL 88%

Deep Learning and Large Language Models for Audio and Text Analysis in Predicting Suicidal Acts in Chinese Psychological Support Hotlines

Yining Chen, Jianqiang Li, Changwei Song, Qing Zhao, Yongsheng Tong, Guanghui Fu

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

2405.19255 2024-09-10 cs.AI 88%

Towards Next-Generation Urban Decision Support Systems through AI-Powered Construction of Scientific Ontology using Large Language Models -- A Case in Optimizing Intermodal Freight Transportation

Jose Tupayachi, Haowen Xu, Olufemi A. Omitaomu, Mustafa Can Camur, Aliza Sharmin, Xueping Li

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

Journal ref Smart Cities, 2024, 7(5), 2392-2421

2405.14411 2024-09-05 cs.AI cs.SY eess.SY 88%

Large Language Models for Explainable Decisions in Dynamic Digital Twins

Nan Zhang, Christian Vergara-Marcillo, Georgios Diamantopoulos, Jingran Shen, Nikos Tziritas, Rami Bahsoon, Georgios Theodoropoulos

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, 3 figures, accepted by DDDAS2024 -- the 5th International Conference on Dynamic Data Driven Applications Systems

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

1. 领域大模型 12554 篇

Transfer Learning with Clinical Concept Embeddings from Large Language Models

Using Large Language Models to Generate Clinical Trial Tables and Figures

Unmasking and Quantifying Racial Bias of Large Language Models in Medical Report Generation

Eir: Thai Medical Large Language Models

Optimizing Ingredient Substitution Using Large Language Models to Enhance Phytochemical Content in Recipes

Deep Learning and Large Language Models for Audio and Text Analysis in Predicting Suicidal Acts in Chinese Psychological Support Hotlines

Towards Next-Generation Urban Decision Support Systems through AI-Powered Construction of Scientific Ontology using Large Language Models -- A Case in Optimizing Intermodal Freight Transportation

Large Language Models for Explainable Decisions in Dynamic Digital Twins

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