语言大模型 / LLM - arXivDaily 专题

2411.10055 2024-11-18 cs.IR cs.AI cs.CL 90%

Towards unearthing neglected climate innovations from scientific literature using Large Language Models

César Quilodrán-Casas, Christopher Waite, Nicole Alhadeff, Diyona Dsouza, Cathal Hughes, Larissa Kunstel-Tabet, Alyssa Gilbert

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

Comments 10 pages. Accepted in the LatinX in AI workshop at NeurIPS 2024

2409.18412 2024-11-13 cs.CL cs.AI 90%

SciDFM: A Large Language Model with Mixture-of-Experts for Science

Liangtai Sun, Danyu Luo, Da Ma, Zihan Zhao, Baocai Chen, Zhennan Shen, Su Zhu, Lu Chen, Xin Chen, Kai Yu

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

Comments 12 pages, 1 figure, 9 tables. Technical Report, accepted by NeurIPS 2024 Workshop FM4Science

2411.02382 2024-11-05 cs.CL cs.AI 90%

Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models

Guangzhi Xiong, Eric Xie, Amir Hassan Shariatmadari, Sikun Guo, Stefan Bekiranov, Aidong Zhang

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

2411.01775 2024-11-05 cs.RO cs.AI cs.LG 90%

Eurekaverse: Environment Curriculum Generation via Large Language Models

William Liang, Sam Wang, Hung-Ju Wang, Osbert Bastani, Dinesh Jayaraman, Yecheng Jason Ma

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

Comments Conference on Robot Learning (CoRL), 2024. Project website and code: https://eureka-research.github.io/eurekaverse

2410.23584 2024-11-01 cs.LG cs.CL 90%

End-to-End Ontology Learning with Large Language Models

Andy Lo, Albert Q. Jiang, Wenda Li, Mateja Jamnik

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

2410.17210 2024-10-23 cs.CL cs.AI cs.CY 90%

Exploring Possibilities of AI-Powered Legal Assistance in Bangladesh through Large Language Modeling

Azmine Toushik Wasi, Wahid Faisal, Mst Rafia Islam, Mahathir Mohammad Bappy

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

Comments In Review

2410.15642 2024-10-22 cs.CL cs.AI cs.CV 90%

Resource-Efficient Medical Report Generation using Large Language Models

Abdullah, Ameer Hamza, Seong Tae Kim

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

2410.15165 2024-10-22 cs.LG cs.CL q-bio.BM 90%

Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction

Yinhan He, Zaiyi Zheng, Patrick Soga, Yaozhen Zhu, yushun Dong, Jundong Li

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

Journal ref EMNLP 2024 (Findings)

2305.17819 2024-10-21 cs.CL cs.AI 90%

Large Language Models, scientific knowledge and factuality: A framework to streamline human expert evaluation

Magdalena Wysocka, Oskar Wysocki, Maxime Delmas, Vincent Mutel, Andre Freitas

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

Comments Accepted at the Journal of Biomedical Informatics, Volume 158, October 2024, 104724

2410.12860 2024-10-18 cs.CL cs.AI 90%

LLMD: A Large Language Model for Interpreting Longitudinal Medical Records

Robert Porter, Adam Diehl, Benjamin Pastel, J. Henry Hinnefeld, Lawson Nerenberg, Pye Maung, Sebastien Kerbrat, Gillian Hanson, Troy Astorino, Stephen J. Tarsa

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

2410.11195 2024-10-16 cs.CL cs.AI 90%

Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models

Xiao Peng, Liang Chen

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

Comments 13 pages, 6 figures

2407.11098 2024-10-16 cs.LG cs.AI 90%

Inertial Confinement Fusion Forecasting via Large Language Models

Mingkai Chen, Taowen Wang, Shihui Cao, James Chenhao Liang, Chuan Liu, Chunshu Wu, Qifan Wang, Ying Nian Wu, Michael Huang, Chuang Ren, Ang Li, Tong Geng, Dongfang Liu

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

2410.09034 2024-10-14 cs.CE cs.AI cs.CL cs.MA 90%

PEAR: A Robust and Flexible Automation Framework for Ptychography Enabled by Multiple Large Language Model Agents

Xiangyu Yin, Chuqiao Shi, Yimo Han, Yi Jiang

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

Comments 18 pages, 5 figures, technical preview report

2410.08431 2024-10-14 cs.CL cs.AI 90%

oRetrieval Augmented Generation for 10 Large Language Models and its Generalizability in Assessing Medical Fitness

Yu He Ke, Liyuan Jin, Kabilan Elangovan, Hairil Rizal Abdullah, Nan Liu, Alex Tiong Heng Sia, Chai Rick Soh, Joshua Yi Min Tung, Jasmine Chiat Ling Ong, Chang-Fu Kuo, Shao-Chun Wu, Vesela P. Kovacheva, Daniel Shu Wei Ting

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

Comments arXiv admin note: substantial text overlap with arXiv:2402.01733

2410.06384 2024-10-10 cs.AI cs.CL cs.IR 90%

Validation of the Scientific Literature via Chemputation Augmented by Large Language Models

Sebastian Pagel, Michael Jirasek, Leroy Cronin

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

Comments 22 pages, 7 figures, 34 references

2410.02897 2024-10-07 cs.IR cs.AI cs.CL 90%

Cognitive Biases in Large Language Models for News Recommendation

Yougang Lyu, Xiaoyu Zhang, Zhaochun Ren, Maarten de Rijke

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

Comments Accepted at the ROGEN '24 workshop, co-located with ACM RecSys '24

2409.15228 2024-09-27 cs.SE cs.AI cs.LG 90%

A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models

Yixi Wu, Pengfei He, Zehao Wang, Shaowei Wang, Yuan Tian, Tse-Hsun Chen

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

2405.11950 2024-09-24 cs.CL cs.LG 90%

WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles

Tabea M. G. Pakull, Hendrik Damm, Ahmad Idrissi-Yaghir, Henning Schäfer, Peter A. Horn, Christoph M. Friedrich

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

Comments 4 pages, 6 figure, 3 tables, acctepted at: BIONLP 2024 and Shared Tasks @ ACL 2024

2409.13902 2024-09-24 cs.CL cs.AI 90%

Enhancing Large Language Models with Domain-specific Retrieval Augment Generation: A Case Study on Long-form Consumer Health Question Answering in Ophthalmology

Aidan Gilson, Xuguang Ai, Thilaka Arunachalam, Ziyou Chen, Ki Xiong Cheong, Amisha Dave, Cameron Duic, Mercy Kibe, Annette Kaminaka, Minali Prasad, Fares Siddig, Maxwell Singer, Wendy Wong, Qiao Jin, Tiarnan D. L. Keenan, Xia Hu, Emily Y. Chew, Zhiyong Lu, Hua Xu, Ron A. Adelman, Yih-Chung Tham, Qingyu Chen

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

2311.01041 2024-09-23 cs.CL cs.AI 90%

Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism

Lang Cao

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

2406.10273 2024-09-10 cs.CL cs.AI cs.CR cs.HC 90%

Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis

Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi

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

2406.06573 2024-09-04 cs.CL cs.LG 90%

MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering

Robert Osazuwa Ness, Katie Matton, Hayden Helm, Sheng Zhang, Junaid Bajwa, Carey E. Priebe, Eric Horvitz

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

Comments 9 pages, 3 figures, 2 algorithms, appendix

2404.07981 2024-09-04 cs.IR cs.AI cs.CL 90%

Manipulating Large Language Models to Increase Product Visibility

Aounon Kumar, Himabindu Lakkaraju

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

2404.01589 2024-09-04 cs.CL cs.AI 90%

Classifying Cancer Stage with Open-Source Clinical Large Language Models

Chia-Hsuan Chang, Mary M. Lucas, Grace Lu-Yao, Christopher C. Yang

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

Comments accepted in the IEEE International Conference on Healthcare Informatics (IEEE ICHI 2024)

2408.04660 2024-08-27 cs.CL cs.AI 90%

XMainframe: A Large Language Model for Mainframe Modernization

Anh T. V. Dau, Hieu Trung Dao, Anh Tuan Nguyen, Hieu Trung Tran, Phong X. Nguyen, Nghi D. Q. Bui

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

2408.04138 2024-08-09 cs.CL cs.AI 90%

Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering

Haoran Yu, Chang Yu, Zihan Wang, Dongxian Zou, Hao Qin

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

Comments received by IEEE ICPICS

2407.19041 2024-07-30 cs.AI cs.CL 90%

Optimizing Numerical Estimation and Operational Efficiency in the Legal Domain through Large Language Models

Jia-Hong Huang, Chao-Chun Yang, Yixian Shen, Alessio M. Pacces, Evangelos Kanoulas

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

Comments The paper has been accepted by the 33rd ACM International Conference on Information and Knowledge Management (CIKM) in 2024

2404.14777 2024-07-23 cs.CL cs.LG 90%

ClinicalAgent: Clinical Trial Multi-Agent System with Large Language Model-based Reasoning

Ling Yue, Sixue Xing, Jintai Chen, Tianfan Fu

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

2407.13463 2024-07-19 cs.CL cs.AI 90%

End-To-End Clinical Trial Matching with Large Language Models

Dyke Ferber, Lars Hilgers, Isabella C. Wiest, Marie-Elisabeth Leßmann, Jan Clusmann, Peter Neidlinger, Jiefu Zhu, Georg Wölflein, Jacqueline Lammert, Maximilian Tschochohei, Heiko Böhme, Dirk Jäger, Mihaela Aldea, Daniel Truhn, Christiane Höper, Jakob Nikolas Kather

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

Comments 149 pages, including Supplements. 3 Main Figures

2407.13115 2024-07-19 cs.LG cs.CL 90%

TrialEnroll: Predicting Clinical Trial Enrollment Success with Deep & Cross Network and Large Language Models

Ling Yue, Sixue Xing, Jintai Chen, Tianfan Fu

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

1. 领域大模型 12496 篇

Towards unearthing neglected climate innovations from scientific literature using Large Language Models

SciDFM: A Large Language Model with Mixture-of-Experts for Science

Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models

Eurekaverse: Environment Curriculum Generation via Large Language Models

End-to-End Ontology Learning with Large Language Models

Exploring Possibilities of AI-Powered Legal Assistance in Bangladesh through Large Language Modeling

Resource-Efficient Medical Report Generation using Large Language Models

Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction

Large Language Models, scientific knowledge and factuality: A framework to streamline human expert evaluation

LLMD: A Large Language Model for Interpreting Longitudinal Medical Records

Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models

Inertial Confinement Fusion Forecasting via Large Language Models

PEAR: A Robust and Flexible Automation Framework for Ptychography Enabled by Multiple Large Language Model Agents

oRetrieval Augmented Generation for 10 Large Language Models and its Generalizability in Assessing Medical Fitness

Validation of the Scientific Literature via Chemputation Augmented by Large Language Models

Cognitive Biases in Large Language Models for News Recommendation

A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models

WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles

Enhancing Large Language Models with Domain-specific Retrieval Augment Generation: A Case Study on Long-form Consumer Health Question Answering in Ophthalmology

Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism

Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis

MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering

Manipulating Large Language Models to Increase Product Visibility

Classifying Cancer Stage with Open-Source Clinical Large Language Models

XMainframe: A Large Language Model for Mainframe Modernization

Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering

Optimizing Numerical Estimation and Operational Efficiency in the Legal Domain through Large Language Models

ClinicalAgent: Clinical Trial Multi-Agent System with Large Language Model-based Reasoning

End-To-End Clinical Trial Matching with Large Language Models

TrialEnroll: Predicting Clinical Trial Enrollment Success with Deep & Cross Network and Large Language Models