语言大模型 / LLM - arXivDaily 专题

2509.10641 2025-11-07 cs.LG cs.AI 90%

Test-Time Warmup for Multimodal Large Language Models

Nikita Rajaneesh, Thomas Zollo, Richard Zemel

机构 * Columbia University（哥伦比亚大学）

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

2511.03945 2025-11-07 cs.CL cs.AI 88%

Direct Semantic Communication Between Large Language Models via Vector Translation

Fu-Chun Yang, Jason Eshraghian

机构 * University of California, Santa Cruz（加州大学圣克ruz分校）

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

Comments 9 pages, 1 figure, 2 tables

2412.04650 2025-11-07 cs.LG cs.DC 79%

Revisiting Federated Fine-Tuning: A Single Communication Round is Enough for Foundation Models

Ziyao Wang, Bowei Tian, Yexiao He, Zheyu Shen, Guoheng Sun, Yuhan Liu, Luyang Liu, Meng Liu, Ang Li

机构 * University of Maryland, College Park（马里兰大学彭福分校）； Queen Mary University of London（伦敦玛丽女王大学）； Google DeepMind（谷歌DeepMind）

专题命中指令微调：foundation model(title,abstract)；分类 cs.LG

2511.04153 2025-11-07 cs.CL cs.AI cs.DB cs.MA 79%

BAPPA: Benchmarking Agents, Plans, and Pipelines for Automated Text-to-SQL Generation

Fahim Ahmed, Md Mubtasim Ahasan, Jahir Sadik Monon, Muntasir Wahed, M Ashraful Amin, A K M Mahbubur Rahman, Amin Ahsan Ali

机构 * Center for Computational & Data Sciences, Independent University, Bangladesh（计算与数据科学中心，独立大学，孟加拉国）； University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校）； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）

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

2511.04317 2025-11-07 cs.CV 78%

RISE-T2V: Rephrasing and Injecting Semantics with LLM for Expansive Text-to-Video Generation

Xiangjun Zhang, Litong Gong, Yinglin Zheng, Yansong Liu, Wentao Jiang, Mingyi Xu, Biao Wang, Tiezheng Ge, Ming Zeng

专题命中指令微调：LLM(title,abstract)

Comments 17 pages, 16 figures

2510.14955 2025-11-07 cs.CV cs.AI 77%

RealDPO: Real or Not Real, that is the Preference

Guo Cheng, Danni Yang, Ziqi Huang, Jianlou Si, Chenyang Si, Ziwei Liu

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室）； S-Lab, Nanyang Technological University（南洋理工大学S实验室）； University of Electronic Science and Technology of China（电子科技大学）； Nanjing University（南京大学）； SenseTime Research（商汤科技研究院）

专题命中指令微调：post-training(abstract)；SFT(abstract)；preference optimization(abstract)；分类 cs.AI

Comments Code:https://github.com/Vchitect/RealDPO Project Page:https://vchitect.github.io/RealDPO-Project/

2503.20110 2025-11-07 cs.CL cs.AI cs.LG 67%

Efficient Model Development through Fine-tuning Transfer

Pin-Jie Lin, Rishab Balasubramanian, Fengyuan Liu, Nikhil Kandpal, Tu Vu

机构 * Virginia Tech（弗吉尼亚理工大学）； University of Toronto（多伦多大学）； Vector Institute（向量研究所）

专题命中指令微调：LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 25 pages, 4 figures, 16 tables

2502.17294 2025-11-07 q-bio.QM 67%

Integrating protein sequence embeddings with structure via graph-based deep learning for single-residue property prediction

Kevin Michalewicz, Mauricio Barahona, Barbara Bravi

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

2511.04139 2025-11-07 cs.CL cs.SD 57%

CantoASR: Prosody-Aware ASR-LALM Collaboration for Low-Resource Cantonese

Dazhong Chen, Yi-Cheng Lin, Yuchen Huang, Ziwei Gong, Di Jiang, Zeying Xie, Yi R., Fung

机构 * The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳））； Hong Kong University of Science and Technology（香港科学与技术大学）； National Taiwan University, Taiwan（台湾国立台湾大学）； Columbia University（哥伦比亚大学）； WeBank Co., Ltd., Shenzhen, China（深圳网商银行有限公司）

专题命中指令微调：language model(abstract)；分类 cs.CL

1905.10015 2025-11-07 math.DS math.GR 50%

On the entropies of subshifts of finite type on countable amenable groups

Sebastián Barbieri

专题命中指令微调：SFT(abstract)

Comments There is an error in Theorem 4.7. We have added a corrigendum

Journal ref Groups, Geometry and Dynamics, 15(2):607-638, 2021

1. 指令微调 10 篇