语言大模型 / LLM - arXivDaily 专题

2403.05045 2024-03-11 cs.CL cs.AI cs.LG 89%

Are Human Conversations Special? A Large Language Model Perspective

Toshish Jawale, Chaitanya Animesh, Sekhar Vallath, Kartik Talamadupula, Larry Heck

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

2401.16822 2024-03-11 cs.CV 89%

EarthGPT: A Universal Multi-modal Large Language Model for Multi-sensor Image Comprehension in Remote Sensing Domain

Wei Zhang, Miaoxin Cai, Tong Zhang, Yin Zhuang, Xuerui Mao

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

2311.05462 2024-02-27 cs.CR cs.SY eess.SY 89%

ChatGPT and Other Large Language Models for Cybersecurity of Smart Grid Applications

Aydin Zaboli, Seong Lok Choi, Tai-Jin Song, Junho Hong

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

Comments 5 pages, 2 figures, Accepted, 2024 IEEE Power & Energy Society General Meeting (PESGM), Seattle, WA, USA

2402.15215 2024-02-26 cs.IR 89%

Item-side Fairness of Large Language Model-based Recommendation System

Meng Jiang, Keqin Bao, Jizhi Zhang, Wenjie Wang, Zhengyi Yang, Fuli Feng, Xiangnan He

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

Comments Accepted by the Proceedings of the ACM Web Conference 2024

2402.06216 2024-02-23 cs.IR 89%

Understanding the Role of Cross-Entropy Loss in Fairly Evaluating Large Language Model-based Recommendation

Cong Xu, Zhangchi Zhu, Jun Wang, Jianyong Wang, Wei Zhang

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

Comments 16 pages

2307.04340 2024-02-13 cond-mat.mtrl-sci 89%

Crystal Structure Generation with Autoregressive Large Language Modeling

Luis M. Antunes, Keith T. Butler, Ricardo Grau-Crespo

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

Comments Added new results and supplementary information

2312.07125 2024-02-06 cs.CV 89%

TransMed: Large Language Models Enhance Vision Transformer for Biomedical Image Classification

Kaipeng Zheng, Weiran Huang, Lichao Sun

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

2309.12074 2024-01-31 physics.ed-ph 89%

How understanding large language models can inform the use of ChatGPT in physics education

Giulia Polverini, Bor Gregorcic

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

Journal ref European Journal of Physics 45 (2024) 025701

2401.12453 2024-01-24 cs.CY cs.HC 89%

"The teachers are confused as well": A Multiple-Stakeholder Ethics Discussion on Large Language Models in Computing Education

Kyrie Zhixuan Zhou, Zachary Kilhoffer, Madelyn Rose Sanfilippo, Ted Underwood, Ece Gumusel, Mengyi Wei, Abhinav Choudhry, Jinjun Xiong

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

2401.11011 2024-01-23 q-fin.GN q-fin.CP q-fin.TR 89%

BioFinBERT: Finetuning Large Language Models (LLMs) to Analyze Sentiment of Press Releases and Financial Text Around Inflection Points of Biotech Stocks

Valentina Aparicio, Daniel Gordon, Sebastian G. Huayamares, Yuhuai Luo

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

2401.07216 2024-01-18 cs.IR 89%

Walert: Putting Conversational Search Knowledge into Action by Building and Evaluating a Large Language Model-Powered Chatbot

Sachin Pathiyan Cherumanal, Lin Tian, Futoon M. Abushaqra, Angel Felipe Magnossao de Paula, Kaixin Ji, Danula Hettiachchi, Johanne R. Trippas, Halil Ali, Falk Scholer, Damiano Spina

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

Comments Accepted at 2024 ACM SIGIR CHIIR

2401.03481 2024-01-09 cs.CY 89%

A Large Language Model Supported Synthesis of Contemporary Academic Integrity Research Trends

Thomas Lancaster

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

2311.00423 2024-01-09 cs.IR 89%

LLMRec: Large Language Models with Graph Augmentation for Recommendation

Wei Wei, Xubin Ren, Jiabin Tang, Qinyong Wang, Lixin Su, Suqi Cheng, Junfeng Wang, Dawei Yin, Chao Huang

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

Comments WSDM 2024 Oral Presentation

2401.01600 2024-01-04 cs.CL cs.AI cs.CE cs.LG 89%

PLLaMa: An Open-source Large Language Model for Plant Science

Xianjun Yang, Junfeng Gao, Wenxin Xue, Erik Alexandersson

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

Comments Work in progress

2401.01566 2024-01-04 cs.IR 89%

Team IELAB at TREC Clinical Trial Track 2023: Enhancing Clinical Trial Retrieval with Neural Rankers and Large Language Models

Shengyao Zhuang, Bevan Koopman, Guido Zuccon

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

Comments TREC Notebook

2312.14184 2023-12-25 cs.CL cs.AI cs.LG 89%

Large Language Models in Medical Term Classification and Unexpected Misalignment Between Response and Reasoning

Xiaodan Zhang, Sandeep Vemulapalli, Nabasmita Talukdar, Sumyeong Ahn, Jiankun Wang, Han Meng, Sardar Mehtab Bin Murtaza, Aakash Ajay Dave, Dmitry Leshchiner, Dimitri F. Joseph, Martin Witteveen-Lane, Dave Chesla, Jiayu Zhou, Bin Chen

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

2311.14519 2023-11-27 cs.NI 89%

Benchmarking Large Language Models for Log Analysis, Security, and Interpretation

Egil Karlsen, Xiao Luo, Nur Zincir-Heywood, Malcolm Heywood

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

2311.04929 2023-11-10 cs.CL cs.AI cs.DL cs.LG 89%

An Interdisciplinary Outlook on Large Language Models for Scientific Research

James Boyko, Joseph Cohen, Nathan Fox, Maria Han Veiga, Jennifer I-Hsiu Li, Jing Liu, Bernardo Modenesi, Andreas H. Rauch, Kenneth N. Reid, Soumi Tribedi, Anastasia Visheratina, Xin Xie

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

2310.18951 2023-10-31 cs.IR 89%

A Multimodal Ecological Civilization Pattern Recommendation Method Based on Large Language Models and Knowledge Graph

Zhihang Yu, Shu Wang, Yunqiang Zhu, Zhiqiang Zou

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

2310.18355 2023-10-31 cs.CL cs.AI cs.LG 89%

Health Disparities through Generative AI Models: A Comparison Study Using A Domain Specific large language model

Yohn Jairo Parra Bautista, Vinicious Lima, Carlos Theran, Richard Alo

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

2310.10260 2023-10-17 cs.CL cs.AI cs.LG 89%

Prediction of Arabic Legal Rulings using Large Language Models

Adel Ammar, Anis Koubaa, Bilel Benjdira, Omar Najar, Serry Sibaee

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

Comments 26 pages

2307.15343 2023-10-17 cs.CL cs.AI cs.LG stat.ML 89%

Med-HALT: Medical Domain Hallucination Test for Large Language Models

Ankit Pal, Logesh Kumar Umapathi, Malaikannan Sankarasubbu

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

Comments Accepted at EMNLP 2023(The SIGNLL Conference on Computational Natural Language Learning)

2309.09261 2023-09-19 cs.IR 89%

Leveraging Large Language Models for Sequential Recommendation

Jesse Harte, Wouter Zorgdrager, Panos Louridas, Asterios Katsifodimos, Dietmar Jannach, Marios Fragkoulis

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

Comments 9 pages

2303.13035 2023-08-07 cs.CL cs.AI cs.LG 89%

SPeC: A Soft Prompt-Based Calibration on Performance Variability of Large Language Model in Clinical Notes Summarization

Yu-Neng Chuang, Ruixiang Tang, Xiaoqian Jiang, Xia Hu

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

2308.01834 2023-08-04 cs.CL cs.AI cs.LG 89%

The Capability of Large Language Models to Measure Psychiatric Functioning

Isaac R. Galatzer-Levy, Daniel McDuff, Vivek Natarajan, Alan Karthikesalingam, Matteo Malgaroli

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

2306.01388 2023-07-11 cs.DB 89%

From Large Language Models to Databases and Back: A discussion on research and education

Sihem Amer-Yahia, Angela Bonifati, Lei Chen, Guoliang Li, Kyuseok Shim, Jianliang Xu, Xiaochun Yang

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

Comments 7 pages, 2 figures, the Panel at the 28th International Conference on Database Systems for Advanced Applications (DASFAA 2023)

2306.08997 2023-06-27 cs.CL cs.AI cs.LG 89%

Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models

Sarah J. Zhang, Samuel Florin, Ariel N. Lee, Eamon Niknafs, Andrei Marginean, Annie Wang, Keith Tyser, Zad Chin, Yann Hicke, Nikhil Singh, Madeleine Udell, Yoon Kim, Tonio Buonassisi, Armando Solar-Lezama, Iddo Drori

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

Comments Did not receive permission to release the data or model fine-tuned on the data

2306.01815 2023-06-06 cs.CY 89%

Prototyping the use of Large Language Models (LLMs) for adult learning content creation at scale

Daniel Leiker, Sara Finnigan, Ashley Ricker Gyllen, Mutlu Cukurova

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

Comments 1 figure

2305.18125 2023-05-30 cs.HC 89%

The Utility of Large Language Models and Generative AI for Education Research

Andrew Katz, Umair Shakir, Ben Chambers

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

Comments 3 figures, 10 tables

2305.04757 2023-05-19 cs.CL cs.AI cs.LG 89%

Augmented Large Language Models with Parametric Knowledge Guiding

Ziyang Luo, Can Xu, Pu Zhao, Xiubo Geng, Chongyang Tao, Jing Ma, Qingwei Lin, Daxin Jiang

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

1. 领域大模型 12534 篇

Are Human Conversations Special? A Large Language Model Perspective

EarthGPT: A Universal Multi-modal Large Language Model for Multi-sensor Image Comprehension in Remote Sensing Domain

ChatGPT and Other Large Language Models for Cybersecurity of Smart Grid Applications

Item-side Fairness of Large Language Model-based Recommendation System

Understanding the Role of Cross-Entropy Loss in Fairly Evaluating Large Language Model-based Recommendation

Crystal Structure Generation with Autoregressive Large Language Modeling

TransMed: Large Language Models Enhance Vision Transformer for Biomedical Image Classification

How understanding large language models can inform the use of ChatGPT in physics education

"The teachers are confused as well": A Multiple-Stakeholder Ethics Discussion on Large Language Models in Computing Education

BioFinBERT: Finetuning Large Language Models (LLMs) to Analyze Sentiment of Press Releases and Financial Text Around Inflection Points of Biotech Stocks

Walert: Putting Conversational Search Knowledge into Action by Building and Evaluating a Large Language Model-Powered Chatbot

A Large Language Model Supported Synthesis of Contemporary Academic Integrity Research Trends

LLMRec: Large Language Models with Graph Augmentation for Recommendation

PLLaMa: An Open-source Large Language Model for Plant Science

Team IELAB at TREC Clinical Trial Track 2023: Enhancing Clinical Trial Retrieval with Neural Rankers and Large Language Models

Large Language Models in Medical Term Classification and Unexpected Misalignment Between Response and Reasoning

Benchmarking Large Language Models for Log Analysis, Security, and Interpretation

An Interdisciplinary Outlook on Large Language Models for Scientific Research

A Multimodal Ecological Civilization Pattern Recommendation Method Based on Large Language Models and Knowledge Graph

Health Disparities through Generative AI Models: A Comparison Study Using A Domain Specific large language model

Prediction of Arabic Legal Rulings using Large Language Models

Med-HALT: Medical Domain Hallucination Test for Large Language Models

Leveraging Large Language Models for Sequential Recommendation

SPeC: A Soft Prompt-Based Calibration on Performance Variability of Large Language Model in Clinical Notes Summarization

The Capability of Large Language Models to Measure Psychiatric Functioning

From Large Language Models to Databases and Back: A discussion on research and education

Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models

Prototyping the use of Large Language Models (LLMs) for adult learning content creation at scale

The Utility of Large Language Models and Generative AI for Education Research

Augmented Large Language Models with Parametric Knowledge Guiding