语言大模型 / LLM - arXivDaily 专题

2409.11971 2024-09-19 cs.CL cond-mat.mtrl-sci 85%

Sampling Latent Material-Property Information From LLM-Derived Embedding Representations

Luke P. J. Gilligan, Matteo Cobelli, Hasan M. Sayeed, Taylor D. Sparks, Stefano Sanvito

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

Comments 10 pages, 7 figures

2409.03512 2024-09-06 cs.CY cs.CL 85%

From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents

Jifan Yu, Zheyuan Zhang, Daniel Zhang-li, Shangqing Tu, Zhanxin Hao, Rui Miao Li, Haoxuan Li, Yuanchun Wang, Hanming Li, Linlu Gong, Jie Cao, Jiayin Lin, Jinchang Zhou, Fei Qin, Haohua Wang, Jianxiao Jiang, Lijun Deng, Yisi Zhan, Chaojun Xiao, Xusheng Dai, Xuan Yan, Nianyi Lin, Nan Zhang, Ruixin Ni, Yang Dang, Lei Hou, Yu Zhang, Xu Han, Manli Li, Juanzi Li, Zhiyuan Liu, Huiqin Liu, Maosong Sun

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

2409.00489 2024-09-04 cs.CV cs.AI 85%

Geospatial foundation models for image analysis: evaluating and enhancing NASA-IBM Prithvi's domain adaptability

Chia-Yu Hsu, Wenwen Li, Sizhe Wang

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

2310.13712 2024-08-21 cs.HC cs.AI 85%

Impact of Guidance and Interaction Strategies for LLM Use on Learner Performance and Perception

Harsh Kumar, Ilya Musabirov, Mohi Reza, Jiakai Shi, Xinyuan Wang, Joseph Jay Williams, Anastasia Kuzminykh, Michael Liut

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

Comments To appear in CSCW 2024

2408.06874 2024-08-14 cs.CL 85%

Leveraging Language Models for Emotion and Behavior Analysis in Education

Kaito Tanaka, Benjamin Tan, Brian Wong

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

Comments 8 pages

2407.17022 2024-07-25 cs.CL 85%

Can Language Models Evaluate Human Written Text? Case Study on Korean Student Writing for Education

Seungyoon Kim, Seungone Kim

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

Comments Work In Progress

2407.16329 2024-07-24 cs.HC cs.AI 85%

PhenoFlow: A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets

Jaeyoung Kim, Sihyeon Lee, Hyeon Jeon, Keon-Joo Lee, Hee-Joon Bae, Bohyoung Kim, Jinwook Seo

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

Comments 11 pages, 5 figures, paper to appear in IEEE Transactions on Visualization and Computer Graphics (TVCG) (Proc. IEEE VIS 2024)

2407.11977 2024-07-18 cs.HC cs.AI cs.CY 85%

Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agents

Guangzhi Sun, Xiao Zhan, Jose Such

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

Comments Accepted by The international ACM Conversational User Interfaces (CUI) conference 2024

2407.10453 2024-07-16 cs.CL 85%

Enhancing Medication Recommendation with LLM Text Representation

Yu-Tzu Lee

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

Comments 65 pages, 18 figures

2407.09540 2024-07-16 eess.IV cs.CE cs.CV cs.LG q-bio.TO 85%

Prompting Whole Slide Image Based Genetic Biomarker Prediction

Ling Zhang, Boxiang Yun, Xingran Xie, Qingli Li, Xinxing Li, Yan Wang

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

Comments 11 pages, 3 figures, MICCAI2024

2406.18871 2024-06-28 eess.AS cs.CL 85%

DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment

Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, He Huang, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee

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

Comments Accepted to Interspeech 2024

2406.12243 2024-06-19 cs.IR cs.AI 85%

CherryRec: Enhancing News Recommendation Quality via LLM-driven Framework

Shaohuang Wang, Lun Wang, Yunhan Bu, Tianwei Huang

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

2406.01363 2024-06-04 cs.CL cs.IR 85%

Privacy in LLM-based Recommendation: Recent Advances and Future Directions

Sichun Luo, Wei Shao, Yuxuan Yao, Jian Xu, Mingyang Liu, Qintong Li, Bowei He, Maolin Wang, Guanzhi Deng, Hanxu Hou, Xinyi Zhang, Linqi Song

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

2405.03734 2024-05-08 cs.HC cs.AI stat.AP 85%

FOKE: A Personalized and Explainable Education Framework Integrating Foundation Models, Knowledge Graphs, and Prompt Engineering

Silan Hu, Xiaoning Wang

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

2404.14544 2024-04-24 cs.CL 85%

WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction

Augustin Toma, Ronald Xie, Steven Palayew, Patrick R. Lawler, Bo Wang

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

2404.11209 2024-04-18 cs.AI cs.CV cs.MM 85%

Prompt-Guided Generation of Structured Chest X-Ray Report Using a Pre-trained LLM

Hongzhao Li, Hongyu Wang, Xia Sun, Hua He, Jun Feng

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

Comments Accepted by IEEE Conference on Multimedia Expo 2024

2402.12869 2024-04-10 cs.CL 85%

Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data

Dehai Min, Nan Hu, Rihui Jin, Nuo Lin, Jiaoyan Chen, Yongrui Chen, Yu Li, Guilin Qi, Yun Li, Nijun Li, Qianren Wang

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

Comments Accepted to NAACL 2024 Industry Track Paper

2306.09610 2024-04-09 cs.DB cs.LG 85%

CHORUS: Foundation Models for Unified Data Discovery and Exploration

Moe Kayali, Anton Lykov, Ilias Fountalis, Nikolaos Vasiloglou, Dan Olteanu, Dan Suciu

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

Comments To appear in VLDB 2024

2311.09618 2024-04-02 physics.soc-ph cs.CL 85%

Simulating Opinion Dynamics with Networks of LLM-based Agents

Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers

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

2403.16416 2024-03-26 cs.AI 85%

How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation

Lixi Zhu, Xiaowen Huang, Jitao Sang

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

2402.15943 2024-03-05 cs.SE cs.AI 85%

Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware

Ahmed E. Hassan, Dayi Lin, Gopi Krishnan Rajbahadur, Keheliya Gallaba, Filipe R. Cogo, Boyuan Chen, Haoxiang Zhang, Kishanthan Thangarajah, Gustavo Ansaldi Oliva, Jiahuei Lin, Wali Mohammad Abdullah, Zhen Ming Jiang

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

2402.18050 2024-02-29 cs.CL cs.HC 85%

MEGAnno+: A Human-LLM Collaborative Annotation System

Hannah Kim, Kushan Mitra, Rafael Li Chen, Sajjadur Rahman, Dan Zhang

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

Comments EACL 2024 Demo

2307.11729 2024-02-20 cs.CL 85%

OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples

Ryuto Koike, Masahiro Kaneko, Naoaki Okazaki

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

Comments AAAI 2024 camera ready. Code and dataset available at https://github.com/ryuryukke/OUTFOX

2402.04609 2024-02-08 cs.CL 85%

Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach

Zhuang Li, Levon Haroutunian, Raj Tumuluri, Philip Cohen, Gholamreza Haffari

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

Comments EACL 2024 (findings), short paper, 5 pages

2308.05061 2024-02-02 cs.LG cs.NA math.NA stat.ML 85%

Fine-Tune Language Models as Multi-Modal Differential Equation Solvers

Liu Yang, Siting Liu, Stanley J. Osher

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

2307.08177 2024-01-18 cs.SE cs.AI cs.HC 85%

Using an LLM to Help With Code Understanding

Daye Nam, Andrew Macvean, Vincent Hellendoorn, Bogdan Vasilescu, Brad Myers

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

2312.13925 2023-12-22 cs.HC cs.AI cs.RO 85%

AsyncMLD: Asynchronous Multi-LLM Framework for Dialogue Recommendation System

Naoki Yoshimaru, Motoharu Okuma, Takamasa Iio, Kenji Hatano

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

Comments This paper is part of the proceedings of the Dialogue Robot Competition 2023

2312.11336 2023-12-19 cs.IR cs.AI 85%

DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation

Yu Wang, Zhiwei Liu, Jianguo Zhang, Weiran Yao, Shelby Heinecke, Philip S. Yu

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

2312.02441 2023-12-06 cs.CL 85%

MedDM:LLM-executable clinical guidance tree for clinical decision-making

Binbin Li, Tianxin Meng, Xiaoming Shi, Jie Zhai, Tong Ruan

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

2310.15065 2023-12-01 cs.HC cs.AI 85%

Synergizing Human-AI Agency: A Guide of 23 Heuristics for Service Co-Creation with LLM-Based Agents

Qingxiao Zheng, Zhongwei Xu, Abhinav Choudhry, Yuting Chen, Yongming Li, Yun Huang

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

Comments V1.0 on Oct 25th, 2023

1. 领域大模型 12597 篇

Sampling Latent Material-Property Information From LLM-Derived Embedding Representations

From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents

Geospatial foundation models for image analysis: evaluating and enhancing NASA-IBM Prithvi's domain adaptability

Impact of Guidance and Interaction Strategies for LLM Use on Learner Performance and Perception

Leveraging Language Models for Emotion and Behavior Analysis in Education

Can Language Models Evaluate Human Written Text? Case Study on Korean Student Writing for Education

PhenoFlow: A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets

Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agents

Enhancing Medication Recommendation with LLM Text Representation

Prompting Whole Slide Image Based Genetic Biomarker Prediction

DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment

CherryRec: Enhancing News Recommendation Quality via LLM-driven Framework

Privacy in LLM-based Recommendation: Recent Advances and Future Directions

FOKE: A Personalized and Explainable Education Framework Integrating Foundation Models, Knowledge Graphs, and Prompt Engineering

WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction

Prompt-Guided Generation of Structured Chest X-Ray Report Using a Pre-trained LLM

Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data

CHORUS: Foundation Models for Unified Data Discovery and Exploration

Simulating Opinion Dynamics with Networks of LLM-based Agents

How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation

Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware

MEGAnno+: A Human-LLM Collaborative Annotation System

OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples

Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach

Fine-Tune Language Models as Multi-Modal Differential Equation Solvers

Using an LLM to Help With Code Understanding

AsyncMLD: Asynchronous Multi-LLM Framework for Dialogue Recommendation System

DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation

MedDM:LLM-executable clinical guidance tree for clinical decision-making

Synergizing Human-AI Agency: A Guide of 23 Heuristics for Service Co-Creation with LLM-Based Agents