语言大模型 / LLM - arXivDaily 专题

2502.02287 2025-02-05 eess.SY cs.LG cs.SY 89%

Adaptive Resource Allocation Optimization Using Large Language Models in Dynamic Wireless Environments

Hyeonho Noh, Byonghyo Shim, Hyun Jong Yang

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

2501.14772 2025-01-28 cs.CY cs.AI 89%

DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model Agents

Dinh-Nguyen Nguyen, Raymond Kai-Yu Tong, Ngoc-Duy Dinh

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

2412.18719 2025-01-24 cs.CL 89%

Using Large Language Models for Automated Grading of Student Writing about Science

Chris Impey, Matthew Wenger, Nikhil Garuda, Shahriar Golchin, Sarah Stamer

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

Comments Accepted at IJAIE

2501.12877 2025-01-23 cs.CL 89%

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge

Jingyuan Chen, Tao Wu, Wei Ji, Fei Wu

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

Comments Frontiers of Digital Education

2501.10915 2025-01-22 cs.CL cs.CR cs.IR 89%

LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice

M. Mikail Demir, Hakan T. Otal, M. Abdullah Canbaz

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

Comments 10 pages, 3 figures

2501.08977 2025-01-22 cs.AI 89%

Development and Validation of the Provider Documentation Summarization Quality Instrument for Large Language Models

Emma Croxford, Yanjun Gao, Nicholas Pellegrino, Karen K. Wong, Graham Wills, Elliot First, Miranda Schnier, Kyle Burton, Cris G. Ebby, Jillian Gorskic, Matthew Kalscheur, Samy Khalil, Marie Pisani, Tyler Rubeor, Peter Stetson, Frank Liao, Cherodeep Goswami, Brian Patterson, Majid Afshar

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

2501.08165 2025-01-15 cs.SE cs.AI 89%

I Can Find You in Seconds! Leveraging Large Language Models for Code Authorship Attribution

Soohyeon Choi, Yong Kiam Tan, Mark Huasong Meng, Mohamed Ragab, Soumik Mondal, David Mohaisen, Khin Mi Mi Aung

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

Comments 12 pages, 5 figures,

2501.06521 2025-01-14 cs.CL 89%

Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering

Yinghao Hu, Leilei Gan, Wenyi Xiao, Kun Kuang, Fei Wu

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

Comments 18 pages, 8 figures, to be published in COLING 2025

2309.10730 2025-01-07 cs.LG cs.AR 89%

GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models

Yonggan Fu, Yongan Zhang, Zhongzhi Yu, Sixu Li, Zhifan Ye, Chaojian Li, Cheng Wan, Yingyan Celine Lin

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

Comments Accepted by ICCAD 2023

2501.00805 2025-01-03 eess.AS cs.CL cs.SD 89%

SLIDE: Integrating Speech Language Model with LLM for Spontaneous Spoken Dialogue Generation

Haitian Lu, Gaofeng Cheng, Liuping Luo, Leying Zhang, Yanmin Qian, Pengyuan Zhang

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

Comments Accepted by ICASSP 2025

2412.20264 2024-12-31 cs.CL 89%

Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues

Henry J. Xie, Jinghan Zhang, Xinhao Zhang, Kunpeng Liu

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

Comments Accepted by IEEE BigData 2024

2412.19245 2024-12-30 q-fin.CP cs.LG econ.EM q-fin.PM q-fin.TR 89%

Sentiment trading with large language models

Kemal Kirtac, Guido Germano

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

Journal ref Finance Research Letters, 62, p.105227 (2024)

2405.03988 2024-12-30 cs.IR cs.AI 89%

LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application

Jian Jia, Yipei Wang, Yan Li, Honggang Chen, Xuehan Bai, Zhaocheng Liu, Jian Liang, Quan Chen, Han Li, Peng Jiang, Kun Gai

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

Comments Accepted by AAAI 2025. Codes are released at https://github.com/adxcreative/LEARN

2412.17964 2024-12-25 cs.AI 89%

Dynamic Multi-Agent Orchestration and Retrieval for Multi-Source Question-Answer Systems using Large Language Models

Antony Seabra, Claudio Cavalcante, Joao Nepomuceno, Lucas Lago, Nicolaas Ruberg, Sergio Lifschitz

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

Comments International Conference on NLP, AI, Computer Science & Engineering (NLAICSE 2024)

2412.17614 2024-12-24 cs.CR cs.AI 89%

Emerging Security Challenges of Large Language Models

Herve Debar, Sven Dietrich, Pavel Laskov, Emil C. Lupu, Eirini Ntoutsi

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

Comments A version of this appeared in the larger Dagstuhl seminar 23431 report (https://doi.org/10.4230/DagRep.13.10.90)

2409.19925 2024-12-24 cs.IR cs.CL 89%

LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation

Qidong Liu, Xian Wu, Wanyu Wang, Yejing Wang, Yuanshao Zhu, Xiangyu Zhao, Feng Tian, Yefeng Zheng

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

Comments accepted by AAAI'25

2412.14454 2024-12-20 cs.IR cs.CL 89%

Are Longer Prompts Always Better? Prompt Selection in Large Language Models for Recommendation Systems

Genki Kusano, Kosuke Akimoto, Kunihiro Takeoka

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

Comments 15 pages

2412.14387 2024-12-20 cs.AI 89%

Clinical Trials Ontology Engineering with Large Language Models

Berkan Çakır

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

2412.13544 2024-12-19 cs.IR cs.AI 89%

Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models

Zheng Hu, Zhe Li, Ziyun Jiao, Satoshi Nakagawa, Jiawen Deng, Shimin Cai, Tao Zhou, Fuji Ren

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

Comments Accepted at AAAI 2025

2412.08842 2024-12-13 cs.SE cs.AI 89%

Kajal: Extracting Grammar of a Source Code Using Large Language Models

Mohammad Jalili Torkamani

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

Comments 9 pages, 6 figures, 1 table, preprint

2310.15950 2024-12-12 cs.IR cs.AI 89%

Representation Learning with Large Language Models for Recommendation

Xubin Ren, Wei Wei, Lianghao Xia, 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)；分类 cs.AI

Comments Published as a WWW'24 full paper

2409.01497 2024-12-09 cs.CL 89%

DiversityMedQA: Assessing Demographic Biases in Medical Diagnosis using Large Language Models

Rajat Rawat, Hudson McBride, Dhiyaan Nirmal, Rajarshi Ghosh, Jong Moon, Dhruv Alamuri, Sean O'Brien, Kevin Zhu

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

Comments Published in NLP4PI @ EMNLP 2024, Accepted to AIM-FM @ NeurIPS 2024

2411.08181 2024-12-05 cs.AI 89%

Challenges in Guardrailing Large Language Models for Science

Nishan Pantha, Muthukumaran Ramasubramanian, Iksha Gurung, Manil Maskey, Rahul Ramachandran

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

2412.02173 2024-12-04 cs.AI 89%

Keeping Experts in the Loop: Expert-Guided Optimization for Clinical Data Classification using Large Language Models

Nader Karayanni, Aya Awwad, Chein-Lien Hsiao, Surish P Shanmugam

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

2412.01189 2024-12-03 cs.CL 89%

MiningGPT -- A Domain-Specific Large Language Model for the Mining Industry

Kurukulasooriya Fernando ana Gianluca Demartini

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

2407.16867 2024-12-03 cond-mat.mtrl-sci cs.LG 89%

From Text to Insight: Large Language Models for Materials Science Data Extraction

Mara Schilling-Wilhelmi, Martiño Ríos-García, Sherjeel Shabih, María Victoria Gil, Santiago Miret, Christoph T. Koch, José A. Márquez, Kevin Maik Jablonka

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

2411.15623 2024-12-02 cs.CL 89%

Multi-label Sequential Sentence Classification via Large Language Model

Mengfei Lan, Lecheng Zheng, Shufan Ming, Halil Kilicoglu

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

Comments Accepted by EMNLP 2024 Findings

2405.01769 2024-11-25 cs.CL 89%

A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law

Zhiyu Zoey Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian McAuley, Linda Petzold, William Yang Wang

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

Comments TMLR 2024

2406.17215 2024-11-21 eess.SY cs.AI cs.SY 89%

Enabling Large Language Models to Perform Power System Simulations with Previously Unseen Tools: A Case of Daline

Mengshuo Jia, Zeyu Cui, Gabriela Hug

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

2411.11908 2024-11-20 cs.SE cs.AI cs.ET 89%

LLM4DS: Evaluating Large Language Models for Data Science Code Generation

Nathalia Nascimento, Everton Guimaraes, Sai Sanjna Chintakunta, Santhosh Anitha Boominathan

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

Comments 11 pages

1. 领域大模型 12534 篇

Adaptive Resource Allocation Optimization Using Large Language Models in Dynamic Wireless Environments

DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model Agents

Using Large Language Models for Automated Grading of Student Writing about Science

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge

LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice

Development and Validation of the Provider Documentation Summarization Quality Instrument for Large Language Models

I Can Find You in Seconds! Leveraging Large Language Models for Code Authorship Attribution

Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering

GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models

SLIDE: Integrating Speech Language Model with LLM for Spontaneous Spoken Dialogue Generation

Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues

Sentiment trading with large language models

LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application

Dynamic Multi-Agent Orchestration and Retrieval for Multi-Source Question-Answer Systems using Large Language Models

Emerging Security Challenges of Large Language Models

LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation

Are Longer Prompts Always Better? Prompt Selection in Large Language Models for Recommendation Systems

Clinical Trials Ontology Engineering with Large Language Models

Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models

Kajal: Extracting Grammar of a Source Code Using Large Language Models

Representation Learning with Large Language Models for Recommendation

DiversityMedQA: Assessing Demographic Biases in Medical Diagnosis using Large Language Models

Challenges in Guardrailing Large Language Models for Science

Keeping Experts in the Loop: Expert-Guided Optimization for Clinical Data Classification using Large Language Models

MiningGPT -- A Domain-Specific Large Language Model for the Mining Industry

From Text to Insight: Large Language Models for Materials Science Data Extraction

Multi-label Sequential Sentence Classification via Large Language Model

A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law

Enabling Large Language Models to Perform Power System Simulations with Previously Unseen Tools: A Case of Daline

LLM4DS: Evaluating Large Language Models for Data Science Code Generation