语言大模型 / LLM - arXivDaily 专题

2408.07427 2024-10-17 cs.IR 85%

Beyond Inter-Item Relations: Dynamic Adaption for Enhancing LLM-Based Sequential Recommendation

CanYi Liu, Wei Li, Youchen, Zhang, Hui Li, Rongrong Ji

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

Comments 11 pages, 14 figures

2410.09854 2024-10-15 cs.SE 85%

A Model Is Not Built By A Single Prompt: LLM-Based Domain Modeling With Question Decomposition

Ru Chen, Jingwei Shen, Xiao He

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

2410.04927 2024-10-10 cs.IR 85%

FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services

Wei Yuan, Chaoqun Yang, Guanhua Ye, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin

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

2409.12010 2024-09-19 cs.CV 85%

ChefFusion: Multimodal Foundation Model Integrating Recipe and Food Image Generation

Peiyu Li, Xiaobao Huang, Yijun Tian, Nitesh V. Chawla

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

2409.07487 2024-09-17 q-fin.CP 85%

MoA is All You Need: Building LLM Research Team using Mixture of Agents

Sandy Chen, Leqi Zeng, Abhinav Raghunathan, Flora Huang, Terrence C. Kim

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

2408.11707 2024-08-22 q-bio.OT 85%

biorecap: an R package for summarizing bioRxiv preprints with a local LLM

Stephen D. Turner

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

Comments 5 pages, 1 figure

2408.06285 2024-08-13 cs.CL cs.AI cs.LG 85%

Synthetic Patient-Physician Dialogue Generation from Clinical Notes Using LLM

Trisha Das, Dina Albassam, Jimeng Sun

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

2408.03043 2024-08-07 cs.CV 85%

Targeted Visual Prompting for Medical Visual Question Answering

Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman

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

Comments Accepted at the MICCAI AMAI Workshop 2024

2407.17024 2024-07-25 cs.HC 85%

LLM-Generated Tips Rival Expert-Created Tips in Helping Students Answer Quantum-Computing Questions

Lars Krupp, Jonas Bley, Isacco Gobbi, Alexander Geng, Sabine Müller, Sungho Suh, Ali Moghiseh, Arcesio Castaneda Medina, Valeria Bartsch, Artur Widera, Herwig Ott, Paul Lukowicz, Jakob Karolus, Maximilian Kiefer-Emmanouilidis

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

2404.17912 2024-07-19 cs.CL cs.AI cs.LG 85%

SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models

Manav Nitin Kapadnis, Sohan Patnaik, Abhilash Nandy, Sourjyadip Ray, Pawan Goyal, Debdoot Sheet

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

Comments 8 pages, 3 figures, 4 tables, Accepted as oral at Clinical NLP workshop at NAACL 2024

2407.05088 2024-07-09 eess.IV cs.CV 85%

Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation

Suruchi Kumari, Aryan Das, Swalpa Kumar Roy, Indu Joshi, Pravendra Singh

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

Comments Under Review

2404.03788 2024-07-04 cs.IR 85%

Understanding Language Modeling Paradigm Adaptations in Recommender Systems: Lessons Learned and Open Challenges

Lemei Zhang, Peng Liu, Yashar Deldjoo, Yong Zheng, Jon Atle Gulla

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

Comments Tutorial held at the 27th European Conference on Artificial Intelligence (ECAI) in Santiago de Compostela, Spain, on October 19-24, 2024

2406.15379 2024-06-25 cs.CY cs.SE 85%

CS1-LLM: Integrating LLMs into CS1 Instruction

Annapurna Vadaparty, Daniel Zingaro, David H. Smith, Mounika Padala, Christine Alvarado, Jamie Gorson Benario, Leo Porter

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

Comments to be published in Proceedings of the 29th ACM conference on innovation and technology in computer science education (ITiCSE)

2406.12946 2024-06-21 eess.AS cs.AI cs.CL cs.LG 85%

Instruction Data Generation and Unsupervised Adaptation for Speech Language Models

Vahid Noroozi, Zhehuai Chen, Somshubra Majumdar, Steve Huang, Jagadeesh Balam, Boris Ginsburg

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

Comments Accepted for Interspeech 2024

2308.07706 2024-06-21 cs.CV cs.AI cs.CL cs.LG 85%

Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models

Kanchan Poudel, Manish Dhakal, Prasiddha Bhandari, Rabin Adhikari, Safal Thapaliya, Bishesh Khanal

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

Comments Medical Imaging with Deep Learning (MIDL) 2024 (Oral)

2403.18721 2024-06-05 cs.RO 85%

PhysicsAssistant: An LLM-Powered Interactive Learning Robot for Physics Lab Investigations

Ehsan Latif, Ramviyas Parasuraman, Xiaoming Zhai

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

Comments Accepted to IEEE RO-MAN Special Session

2309.11489 2024-05-28 cs.LG cs.AI cs.CL cs.RO 85%

Text2Reward: Reward Shaping with Language Models for Reinforcement Learning

Tianbao Xie, Siheng Zhao, Chen Henry Wu, Yitao Liu, Qian Luo, Victor Zhong, Yanchao Yang, Tao Yu

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

Comments ICLR 2024 camera ready, 37 pages, 12 figures

2405.15114 2024-05-27 cs.IR 85%

Let Me Do It For You: Towards LLM Empowered Recommendation via Tool Learning

Yuyue Zhao, Jiancan Wu, Xiang Wang, Wei Tang, Dingxian Wang, Maarten de Rijke

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

2405.08373 2024-05-15 cs.CL cs.AI cs.LG 85%

PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles

Satya Kesav Gundabathula, Sriram R Kolar

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

Comments Paper accepted for oral presentation at Clinical NLP workshop, NAACL 2024

2405.08017 2024-05-15 cs.LG cs.AI cs.CL 85%

Translating Expert Intuition into Quantifiable Features: Encode Investigator Domain Knowledge via LLM for Enhanced Predictive Analytics

Phoebe Jing, Yijing Gao, Yuanhang Zhang, Xianlong Zeng

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

2405.07826 2024-05-14 cs.CY 85%

A View of How Language Models Will Transform Law

Frank Fagan

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

2405.04645 2024-05-14 cs.HC cs.CY 85%

Enhancing LLM-Based Feedback: Insights from Intelligent Tutoring Systems and the Learning Sciences

John Stamper, Ruiwei Xiao, Xinying Hou

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

Comments Accepted to 25th International Conference on Artificial Intelligence in Education (AIED 2024) BlueSky special track

2405.05548 2024-05-10 cs.HC 85%

Investigating Interaction Modes and User Agency in Human-LLM Collaboration for Domain-Specific Data Analysis

Jiajing Guo, Vikram Mohanty, Jorge Piazentin Ono, Hongtao Hao, Liang Gou, Liu Ren

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

Comments CHI'24 Late-Breaking Work

2401.02565 2024-05-09 eess.IV cs.CV q-bio.TO 85%

Demonstration of an Adversarial Attack Against a Multimodal Vision Language Model for Pathology Imaging

Poojitha Thota, Jai Prakash Veerla, Partha Sai Guttikonda, Mohammad S. Nasr, Shirin Nilizadeh, Jacob M. Luber

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

2404.11794 2024-04-26 econ.GN q-fin.EC 85%

Automated Social Science: Language Models as Scientist and Subjects

Benjamin S. Manning, Kehang Zhu, John J. Horton

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

2404.07613 2024-04-12 cs.CL cs.AI cs.LG 85%

Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain

Iker García-Ferrero, Rodrigo Agerri, Aitziber Atutxa Salazar, Elena Cabrio, Iker de la Iglesia, Alberto Lavelli, Bernardo Magnini, Benjamin Molinet, Johana Ramirez-Romero, German Rigau, Jose Maria Villa-Gonzalez, Serena Villata, Andrea Zaninello

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

Comments LREC-COLING 2024

2404.07424 2024-04-12 cs.CV 85%

CopilotCAD: Empowering Radiologists with Report Completion Models and Quantitative Evidence from Medical Image Foundation Models

Sheng Wang, Tianming Du, Katherine Fischer, Gregory E Tasian, Justin Ziemba, Joanie M Garratt, Hersh Sagreiya, Yong Fan

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

2312.03502 2024-04-11 cs.CV 85%

Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation

Haojie Zhang, Yongyi Su, Xun Xu, Kui Jia

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

Comments 20 pages, 12 figures

2310.06155 2024-03-22 cs.HC cs.CE 85%

CoQuest: Exploring Research Question Co-Creation with an LLM-based Agent

Yiren Liu, Si Chen, Haocong Cheng, Mengxia Yu, Xiao Ran, Andrew Mo, Yiliu Tang, Yun Huang

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

Comments Accepted to SIGCHI 2024

2401.11389 2024-03-07 cs.CL cs.AI cs.LG 85%

MedLM: Exploring Language Models for Medical Question Answering Systems

Niraj Yagnik, Jay Jhaveri, Vivek Sharma, Gabriel Pila

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

1. 领域大模型 12581 篇

Beyond Inter-Item Relations: Dynamic Adaption for Enhancing LLM-Based Sequential Recommendation

A Model Is Not Built By A Single Prompt: LLM-Based Domain Modeling With Question Decomposition

FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services

ChefFusion: Multimodal Foundation Model Integrating Recipe and Food Image Generation

MoA is All You Need: Building LLM Research Team using Mixture of Agents

biorecap: an R package for summarizing bioRxiv preprints with a local LLM

Synthetic Patient-Physician Dialogue Generation from Clinical Notes Using LLM

Targeted Visual Prompting for Medical Visual Question Answering

LLM-Generated Tips Rival Expert-Created Tips in Helping Students Answer Quantum-Computing Questions

SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models

Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation

Understanding Language Modeling Paradigm Adaptations in Recommender Systems: Lessons Learned and Open Challenges

CS1-LLM: Integrating LLMs into CS1 Instruction

Instruction Data Generation and Unsupervised Adaptation for Speech Language Models

Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models

PhysicsAssistant: An LLM-Powered Interactive Learning Robot for Physics Lab Investigations

Text2Reward: Reward Shaping with Language Models for Reinforcement Learning

Let Me Do It For You: Towards LLM Empowered Recommendation via Tool Learning

PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles

Translating Expert Intuition into Quantifiable Features: Encode Investigator Domain Knowledge via LLM for Enhanced Predictive Analytics

A View of How Language Models Will Transform Law

Enhancing LLM-Based Feedback: Insights from Intelligent Tutoring Systems and the Learning Sciences

Investigating Interaction Modes and User Agency in Human-LLM Collaboration for Domain-Specific Data Analysis

Demonstration of an Adversarial Attack Against a Multimodal Vision Language Model for Pathology Imaging

Automated Social Science: Language Models as Scientist and Subjects

Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain

CopilotCAD: Empowering Radiologists with Report Completion Models and Quantitative Evidence from Medical Image Foundation Models

Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation

CoQuest: Exploring Research Question Co-Creation with an LLM-based Agent

MedLM: Exploring Language Models for Medical Question Answering Systems