语言大模型 / LLM - arXivDaily 专题

2510.15480 2025-10-20 cs.SE cs.AI 89%

Selecting and Combining Large Language Models for Scalable Code Clone Detection

Muslim Chochlov, Gul Aftab Ahmed, James Vincent Patten, Yuanhua Han, Guoxian Lu, David Gregg, Jim Buckley

机构 * University of Limerick（利默里克大学）； Trinity College Dublin（都柏林三一学院）； Huawei Technologies Co., Ltd.（华为技术有限公司）

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2509.20639 2025-10-20 cs.CR cs.AI 89%

A Framework for Rapidly Developing and Deploying Protection Against Large Language Model Attacks

Adam Swanda, Amy Chang, Alexander Chen, Fraser Burch, Paul Kassianik, Konstantin Berlin

机构 * Cisco Systems（思科系统）

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2510.15227 2025-10-20 eess.AS cs.SD 88%

LongCat-Audio-Codec: An Audio Tokenizer and Detokenizer Solution Designed for Speech Large Language Models

Xiaohan Zhao, Hongyu Xiang, Shengze Ye, Song Li, Zhengkun Tian, Guanyu Chen, Ke Ding, Guanglu Wan

机构 * LongCat Team（LongCat团队）； Meituan（美团）

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)

2509.20186 2025-10-20 cs.CL cs.LG 82%

Thinking Augmented Pre-training

Liang Wang, Nan Yang, Shaohan Huang, Li Dong, Furu Wei

机构 * Microsoft Research（微软研究院）

专题命中预训练与数据：LLM(abstract)；large language model(abstract)；language model(abstract)；post-training(abstract)

Comments 19 pages; v4 fixes an issue for HumanEval scores

2510.15851 2025-10-20 cs.CL cs.LG 79%

SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling

Kadri Hacioglu, Manjunath K E, Andreas Stolcke

机构 * Uniphore

专题命中预训练与数据：large language model(abstract)；language model(abstract)；foundation model(abstract)；分类 cs.CL、cs.LG

Comments 13 pages, EMNLP 2025

2312.12634 2025-10-20 cs.CV cs.AI cs.CL cs.RO 73%

MotionScript: Natural Language Descriptions for Expressive 3D Human Motions

Payam Jome Yazdian, Rachel Lagasse, Hamid Mohammadi, Eric Liu, Li Cheng, Angelica Lim

机构 * School of Computing Science, Simon Fraser University（西蒙弗雷泽大学计算机科学系）； Dept. of Electrical and Computer Engineering, University of Alberta（阿尔伯塔大学电气与计算机工程系）

专题命中预训练与数据：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Project webpage: https://pjyazdian.github.io/MotionScript

2510.15162 2025-10-20 cs.CV cs.CL 70%

Train a Unified Multimodal Data Quality Classifier with Synthetic Data

Weizhi Wang, Rongmei Lin, Shiyang Li, Colin Lockard, Ritesh Sarkhel, Sanket Lokegaonkar, Jingbo Shang, Xifeng Yan, Nasser Zalmout, Xian Li

机构 * UC Santa Barbara（加州大学圣芭芭拉分校）； Amazon Stores Foundational AI（亚马逊商店基础人工智能）； UC San Diego（加州大学圣地亚哥分校）

专题命中预训练与数据：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments EMNLP 2025 Findings

2510.15508 2025-10-20 cs.LG cs.NA math.NA stat.ML 57%

Theoretical Refinement of CLIP by Utilizing Linear Structure of Optimal Similarity

Naoki Yoshida, Satoshi Hayakawa, Yuhta Takida, Toshimitsu Uesaka, Hiromi Wakaki, Yuki Mitsufuji

机构 * The University of Tokyo（东京大学）； Sony Group Corporation（索尼集团公司）； Sony AI（索尼人工智能）

专题命中预训练与数据：pretraining(abstract)；分类 cs.LG

1. 预训练与数据 8 篇