语言大模型 / LLM - arXivDaily 专题

2508.15688 2025-08-22 cs.CV 88%

LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions

Yongju Jia, Jiarui Ma, Xiangxian Li, Baiqiao Zhang, Xianhui Cao, Juan Liu, Yulong Bian

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

Comments accepted by EMNLP 2025

2411.13415 2025-08-07 cs.IR 88%

Harnessing Large Language Models for Group POI Recommendations

Jing Long, Liang Qu, Junliang Yu, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin

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

2507.20220 2025-07-29 cs.CV 88%

Motion-example-controlled Co-speech Gesture Generation Leveraging Large Language Models

Bohong Chen, Yumeng Li, Youyi Zheng, Yao-Xiang Ding, Kun Zhou

机构 * State Key Lab of CAD\&CG, Zhejiang University Hangzhou China ； State Key Lab of CAD\&CG, Zhejiang University

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

Comments SIGGRAPH 2025; Project Page: https://robinwitch.github.io/MECo-Page

2503.20612 2025-07-08 cs.CV 88%

IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting

Hao Fu, Hanbin Zhao, Jiahua Dong, Henghui Ding, Chao Zhang, Hui Qian

机构 * Zhejiang University（浙江大学）； Fudan University（复旦大学）

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

Comments Code can be found at https://github.com/FerdinandZJU/IAP

2410.16236 2025-07-04 cs.CV 88%

LLaVA-KD: A Framework of Distilling Multimodal Large Language Models

Yuxuan Cai, Jiangning Zhang, Haoyang He, Xinwei He, Ao Tong, Zhenye Gan, Chengjie Wang, Zhucun Xue, Yong Liu, Xiang Bai

机构 * Huazhong University of Science and Technology（华中科技大学）； Zhejiang University（浙江大学）； Youtu Lab, Tencent（腾讯优图实验室）； Huazhong Agricultural University（华中农业大学）

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

Comments ICCV'25

2506.19086 2025-06-25 q-bio.MN 88%

Enhancing Biosecurity in Tamper-Resistant Large Language Models With Quantum Gradient Descent

Fahmida Hai, Saif Nirzhor, Rubayat Khan, Don Roosan

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

Comments The conference schedule and details can be found here: https://www.insticc.org/node/technicalprogram/DATA/2025

2505.20491 2025-05-28 eess.AS cs.SD 88%

In-context learning capabilities of Large Language Models to detect suicide risk among adolescents from speech transcripts

Filomene Roquefort, Alexandre Ducorroy, Rachid Riad

机构 * CallyopeFrance（Callyope法国）

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

Comments Accepted to Interspeech 2025

2312.13772 2025-05-23 cs.CL cs.AI cs.LG 88%

Large Language Models are Miscalibrated In-Context Learners

Chengzu Li, Han Zhou, Goran Glavaš, Anna Korhonen, Ivan Vulić

机构 * Language Technology Lab, University of Cambridge（剑桥大学语言技术实验室）； Center for Artificial Intelligence and Data Science, University of Würzburg（乌尔姆大学人工智能与数据科学中心）

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 9 pages, 4 figures, 5 tables (20 pages, 5 figures, 13 tables including references and appendices)

2504.20570 2025-04-30 cs.CR 88%

ReCIT: Reconstructing Full Private Data from Gradient in Parameter-Efficient Fine-Tuning of Large Language Models

Jin Xie, Ruishi He, Songze Li, Xiaojun Jia, Shouling Ji

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

2504.20419 2025-04-30 cs.CV 88%

Plant Disease Detection through Multimodal Large Language Models and Convolutional Neural Networks

Konstantinos I. Roumeliotis, Ranjan Sapkota, Manoj Karkee, Nikolaos D. Tselikas, Dimitrios K. Nasiopoulos

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

2504.08732 2025-04-14 quant-ph cs.ET 88%

Quantum Large Language Model Fine-Tuning

Sang Hyub Kim, Jonathan Mei, Claudio Girotto, Masako Yamada, Martin Roetteler

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

Comments 11 pages, 11 figures, 15 tables

2504.08475 2025-04-14 cs.SE 88%

TickIt: Leveraging Large Language Models for Automated Ticket Escalation

Fengrui Liu, Xiao He, Tieying Zhang, Jianjun Chen, Yi Li, Lihua Yi, Haipeng Zhang, Gang Wu, Rui Shi

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

Comments 33rd ACM International Conference on the Foundations of Software Engineering

2501.09446 2025-04-09 cs.CV 88%

Double Visual Defense: Adversarial Pre-training and Instruction Tuning for Improving Vision-Language Model Robustness

Zeyu Wang, Cihang Xie, Brian Bartoldson, Bhavya Kailkhura

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

2503.19355 2025-03-27 cs.CV 88%

ST-VLM: Kinematic Instruction Tuning for Spatio-Temporal Reasoning in Vision-Language Models

Dohwan Ko, Sihyeon Kim, Yumin Suh, Vijay Kumar B. G, Minseo Yoon, Manmohan Chandraker, Hyunwoo J. Kim

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

2503.16023 2025-03-21 cs.CR 88%

BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models

Zenghui Yuan, Jiawen Shi, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun

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

Comments This paper is accepted by CVPR 2025

2502.20041 2025-03-05 cs.CV cs.RO 88%

3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds

Hengshuo Chu, Xiang Deng, Qi Lv, Xiaoyang Chen, Yinchuan Li, Jianye Hao, Liqiang Nie

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

Comments ICLR

2407.11712 2025-02-04 cs.IR 88%

Fine-tuning Multimodal Large Language Models for Product Bundling

Xiaohao Liu, Jie Wu, Zhulin Tao, Yunshan Ma, Yinwei Wei, Tat-seng Chua

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

Comments Accepted by KDD 2025 (CR)

2501.12327 2025-01-22 cs.CV 88%

VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model

Xianwei Zhuang, Yuxin Xie, Yufan Deng, Liming Liang, Jinghan Ru, Yuguo Yin, Yuexian Zou

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

2501.07972 2025-01-15 cs.MM cs.CV 88%

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models

Yifang Xu, Yunzhuo Sun, Benxiang Zhai, Ming Li, Wenxin Liang, Yang Li, Sidan Du

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

Comments Accepted by AAAI 2025

2412.13551 2024-12-19 cs.CR 88%

Large Language Model Federated Learning with Blockchain and Unlearning for Cross-Organizational Collaboration

Xuhan Zuo, Minghao Wang, Tianqing Zhu, Shui Yu, Wanlei Zhou

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

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)

1. 指令微调 11692 篇

LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions

Harnessing Large Language Models for Group POI Recommendations

Motion-example-controlled Co-speech Gesture Generation Leveraging Large Language Models

IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting

LLaVA-KD: A Framework of Distilling Multimodal Large Language Models

Enhancing Biosecurity in Tamper-Resistant Large Language Models With Quantum Gradient Descent

In-context learning capabilities of Large Language Models to detect suicide risk among adolescents from speech transcripts

Large Language Models are Miscalibrated In-Context Learners

ReCIT: Reconstructing Full Private Data from Gradient in Parameter-Efficient Fine-Tuning of Large Language Models

Plant Disease Detection through Multimodal Large Language Models and Convolutional Neural Networks

Quantum Large Language Model Fine-Tuning

TickIt: Leveraging Large Language Models for Automated Ticket Escalation

Double Visual Defense: Adversarial Pre-training and Instruction Tuning for Improving Vision-Language Model Robustness

ST-VLM: Kinematic Instruction Tuning for Spatio-Temporal Reasoning in Vision-Language Models

BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models

3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds

Fine-tuning Multimodal Large Language Models for Product Bundling

VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models

Large Language Model Federated Learning with Blockchain and Unlearning for Cross-Organizational Collaboration

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