语言大模型 / LLM - arXivDaily 专题

2412.11328 2024-12-17 cs.SE 88%

Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation

Kristian Kolthoff, Felix Kretzer, Lennart Fiebig, Christian Bartelt, Alexander Maedche, Simone Paolo Ponzetto

专题命中指令微调：LLM(title,abstract)；prompting(title,abstract)

2412.10840 2024-12-17 cs.CV 88%

Attention-driven GUI Grounding: Leveraging Pretrained Multimodal Large Language Models without Fine-Tuning

Hai-Ming Xu, Qi Chen, Lei Wang, Lingqiao Liu

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

Comments Accepted to AAAI 2025

2412.00471 2024-12-03 q-bio.GN 88%

LLaMA-Gene: A General-purpose Gene Task Large Language Model Based on Instruction Fine-tuning

Wang Liang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

Comments 15 pages, 2 figures

2411.17606 2024-12-03 cs.CV 88%

HyperSeg: Towards Universal Visual Segmentation with Large Language Model

Cong Wei, Yujie Zhong, Haoxian Tan, Yong Liu, Zheng Zhao, Jie Hu, Yujiu Yang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

2411.02564 2024-11-12 cs.CV 88%

Continual LLaVA: Continual Instruction Tuning in Large Vision-Language Models

Meng Cao, Yuyang Liu, Yingfei Liu, Tiancai Wang, Jiahua Dong, Henghui Ding, Xiangyu Zhang, Ian Reid, Xiaodan Liang

专题命中指令微调：language model(title,abstract)；instruction tuning(title,abstract)

2408.05727 2024-11-07 cs.SE 88%

Hotfixing Large Language Models for Code

Zhou Yang, David Lo

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

Comments Add a case study on mitigting potential privacy leakage

2410.15364 2024-10-22 cs.CV cs.MM 88%

Scene Graph Generation with Role-Playing Large Language Models

Guikun Chen, Jin Li, Wenguan Wang

专题命中指令微调：language model(title,abstract)；large language model(title)；LLM(abstract)

Comments NeurIPS 2024. Code: https://github.com/guikunchen/SDSGG

2403.10492 2024-10-07 cs.CV 88%

Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning

Dongmin Park, Zhaofang Qian, Guangxing Han, Ser-Nam Lim

专题命中指令微调：language model(title,abstract)；instruction tuning(title,abstract)

2405.16746 2024-10-01 cs.SE 88%

Ecosystem of Large Language Models for Code

Zhou Yang, Jieke Shi, Premkumar Devanbu, David Lo

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

2312.08168 2024-10-01 cs.CV 88%

Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Haifeng Huang, Yilun Chen, Zehan Wang, Rongjie Huang, Runsen Xu, Tai Wang, Luping Liu, Xize Cheng, Yang Zhao, Jiangmiao Pang, Zhou Zhao

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

2408.09657 2024-08-20 cs.SE 88%

Impact of Large Language Models of Code on Fault Localization

Suhwan Ji, Sanghwa Lee, Changsup Lee, Hyeonseung Im, Yo-Sub Han

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

2408.09017 2024-08-20 cs.IR 88%

Meta Knowledge for Retrieval Augmented Large Language Models

Laurent Mombaerts, Terry Ding, Adi Banerjee, Florian Felice, Jonathan Taws, Tarik Borogovac

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

Comments Accepted in Workshop on Generative AI for Recommender Systems and Personalization, KDD 2024

2312.15599 2024-07-31 cs.IR 88%

Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems

Tianhao Shi, Yang Zhang, Zhijian Xu, Chong Chen, Fuli Feng, Xiangnan He, Qi Tian

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

Comments accepted in the short paper track of the 2024 ACM International Conference on Information and Knowledge Management (CIKM 2024)

2407.15087 2024-07-23 cs.CV 88%

Navigation Instruction Generation with BEV Perception and Large Language Models

Sheng Fan, Rui Liu, Wenguan Wang, Yi Yang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

Comments ECCV 2024; Project Page: https://github.com/FanScy/BEVInstructor

2407.11422 2024-07-17 cs.CV 88%

Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models

Jinrui Zhang, Teng Wang, Haigang Zhang, Ping Lu, Feng Zheng

专题命中指令微调：language model(title,abstract)；instruction tuning(title,abstract)

Comments To appear at ECCV2024

2406.05365 2024-06-25 cs.CL cs.AI cs.LG 88%

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation

I-Hung Hsu, Zifeng Wang, Long T. Le, Lesly Miculicich, Nanyun Peng, Chen-Yu Lee, Tomas Pfister

专题命中指令微调：language model(title,abstract)；small language model(title)；分类 cs.CL、cs.AI、cs.LG

Comments ACL 2024 Camera Ready Version

2312.02546 2024-05-30 cs.CV 88%

Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning

Zhuo Huang, Chang Liu, Yinpeng Dong, Hang Su, Shibao Zheng, Tongliang Liu

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

Comments ICML 2024

2405.03066 2024-05-24 cs.ET 88%

A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs)

Lingyao Li, Jiayan Zhou, Zhenxiang Gao, Wenyue Hua, Lizhou Fan, Huizi Yu, Loni Hagen, Yongfeng Zhang, Themistocles L. Assimes, Libby Hemphill, Siyuan Ma

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

2308.11103 2024-05-21 cs.CL cs.AI cs.IR cs.LG 88%

Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models

Alex Nyffenegger, Matthias Stürmer, Joel Niklaus

专题命中指令微调：large language model(title)；language model(title)；instruction tuning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted to NAACL Findings 2024

2312.02233 2024-05-13 cs.CV 88%

MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation

Ling Yang, Zhanyu Wang, Zhenghao Chen, Xinyu Liang, Luping Zhou

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

2310.10221 2024-02-26 cs.RO cs.CV 88%

RoboLLM: Robotic Vision Tasks Grounded on Multimodal Large Language Models

Zijun Long, George Killick, Richard McCreadie, Gerardo Aragon Camarasa

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

2401.05702 2024-01-12 cs.CV 88%

Video Anomaly Detection and Explanation via Large Language Models

Hui Lv, Qianru Sun

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

Comments 9 pages, 6 figures

2401.03217 2024-01-09 cs.RO cs.HC 88%

Understanding Large-Language Model (LLM)-powered Human-Robot Interaction

Callie Y. Kim, Christine P. Lee, Bilge Mutlu

专题命中指令微调：LLM(title,abstract)；language model(title,abstract)

Comments 10 pages, 4 figures. Callie Y. Kim and Christine P. Lee contributed equally to the work. To be published in Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction (HRI '24), March 11--14, 2024, Boulder, CO, USA

2312.16217 2023-12-29 cs.CV cs.RO 88%

ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation

Xiaoqi Li, Mingxu Zhang, Yiran Geng, Haoran Geng, Yuxing Long, Yan Shen, Renrui Zhang, Jiaming Liu, Hao Dong

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

2304.09960 2023-09-15 cs.CL cs.AI cs.LG 88%

A Latent Space Theory for Emergent Abilities in Large Language Models

Hui Jiang

专题命中指令微调：large language model(title)；language model(title)；prompting(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 17 pages, 3 figures

2306.00409 2023-08-23 cs.CV 88%

Adapting Pre-trained Language Models to Vision-Language Tasks via Dynamic Visual Prompting

Shubin Huang, Qiong Wu, Yiyi Zhou, Weijie Chen, Rongsheng Zhang, Xiaoshuai Sun, Rongrong Ji

专题命中指令微调：language model(title,abstract)；prompting(title,abstract)

2307.13896 2023-07-27 cs.DC 88%

Low-Parameter Federated Learning with Large Language Models

Jingang Jiang, Xiangyang Liu, Chenyou Fan

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

2303.14292 2023-03-28 cs.HC 88%

Chat2VIS: Fine-Tuning Data Visualisations using Multilingual Natural Language Text and Pre-Trained Large Language Models

Paula Maddigan, Teo Susnjak

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)

2106.09685 2021-10-19 cs.CL cs.AI cs.LG 88%

LoRA: Low-Rank Adaptation of Large Language Models

Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, Weizhu Chen

专题命中指令微调：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.AI、cs.LG

Comments Draft V2 includes better baselines, experiments on GLUE, and more on adapter latency

2503.19469 2025-03-31 cs.CL cs.AI 87%

Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning

Fred Philippy, Siwen Guo, Cedric Lothritz, Jacques Klein, Tegawendé F. Bissyandé

专题命中指令微调：language model(title,abstract)；small language model(title)；分类 cs.CL、cs.AI

Comments Workshop on Language Models for Underserved Communities (co-located with NAACL 2025)

1. 指令微调 11585 篇

Zero-Shot Prompting Approaches for LLM-based Graphical User Interface Generation

Attention-driven GUI Grounding: Leveraging Pretrained Multimodal Large Language Models without Fine-Tuning

LLaMA-Gene: A General-purpose Gene Task Large Language Model Based on Instruction Fine-tuning

HyperSeg: Towards Universal Visual Segmentation with Large Language Model

Continual LLaVA: Continual Instruction Tuning in Large Vision-Language Models

Hotfixing Large Language Models for Code

Scene Graph Generation with Role-Playing Large Language Models

Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning

Ecosystem of Large Language Models for Code

Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

Impact of Large Language Models of Code on Fault Localization

Meta Knowledge for Retrieval Augmented Large Language Models

Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems

Navigation Instruction Generation with BEV Perception and Large Language Models

Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation

Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning

A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs)

Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models

MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation

RoboLLM: Robotic Vision Tasks Grounded on Multimodal Large Language Models

Video Anomaly Detection and Explanation via Large Language Models

Understanding Large-Language Model (LLM)-powered Human-Robot Interaction

ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation

A Latent Space Theory for Emergent Abilities in Large Language Models

Adapting Pre-trained Language Models to Vision-Language Tasks via Dynamic Visual Prompting

Low-Parameter Federated Learning with Large Language Models

Chat2VIS: Fine-Tuning Data Visualisations using Multilingual Natural Language Text and Pre-Trained Large Language Models

LoRA: Low-Rank Adaptation of Large Language Models

Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning