语言大模型 / LLM

CLIPTime: Time-Aware Multimodal Representation Learning from Images and Text

Anju Rani, Daniel Ortiz-Arroyo, Petar Durdevic

机构 * Department of Energy Technology（能源技术系） ； Aalborg University（奥尔堡大学） 纠错

专题命中 知识编辑与模型理解 ：language model(abstract)；pretraining(abstract)；分类 cs.LG

Comments 11 pages, 8 figures

FACTORY: A Challenging Human-Verified Prompt Set for Long-Form Factuality

Mingda Chen, Yang Li, Xilun Chen, Adina Williams, Gargi Ghosh, Scott Yih

机构 * FAIR at Meta（Meta 的 FAIR） 纠错

专题命中 知识编辑与模型理解 ：language model(abstract)；分类 cs.CL、cs.AI

Transformers trained on proteins can learn to attend to Euclidean distance

Isaac Ellmen, Constantin Schneider, Matthew I. J. Raybould, Charlotte M. Deane

专题命中 知识编辑与模型理解 ：language model(abstract)；分类 cs.AI、cs.LG

Journal ref Transactions on Machine Learning Research (2025) https://openreview.net/forum?id=mU59bDyqqv

Embracing Large Language Models in Traffic Flow Forecasting

Yusheng Zhao, Xiao Luo, Haomin Wen, Zhiping Xiao, Wei Ju, Ming Zhang

机构 * State Key Laboratory for Multimedia Information Processing, School of Computer Science, PKU-Anker LLM Lab, Peking University（信息处理国家重点实验室、计算机学院、PKU-Anker LLM实验室、北京大学） ； Department of Computer Science, University of California, Los Angeles（计算机科学系、加州大学洛杉矶分校） ； Carnegie Mellon University（卡内基梅隆大学） ； Paul G. Allen School of Computer Science and Engineering, University of Washington（保罗·G·阿伦计算机科学与工程学院、华盛顿大学） 纠错

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

Comments Accepted by ACL 2025

Bidirectional Action Sequence Learning for Long-term Action Anticipation with Large Language Models

Yuji Sato, Yasunori Ishii, Takayoshi Yamashita

机构 * Panasonic Connect Co Ltd（松下连接有限公司） ； Panasonic Holdings Corporation（松下控股公司） ； Chubu University（名古屋大学） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)

Comments Accepted to MVA2025 (Best Poster Award)

ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation

Atakan Site, Emre Hakan Erdemir, Gülşen Eryiğit

机构 * Department of Artificial Intelligence and Data Engineering（人工智能与数据工程系） 纠错

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

A Large Sensor Foundation Model Pretrained on Continuous Glucose Monitor Data for Diabetes Management

Junjie Luo, Abhimanyu Kumbara, Mansur Shomali, Rui Han, Anand Iyer, Ritu Agarwal, Gordon Gao

专题命中 其他LLM ：foundation model(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Private GPTs for LLM-driven testing in software development and machine learning

Jakub Jagielski, Consuelo Rojas, Markus Abel

机构 * Ambrosys Gmbh（Ambrosys公司） 纠错

专题命中 其他LLM ：LLM(title,abstract)；分类 cs.AI

Comments 5 pages, 10 figures

MMBERT: Scaled Mixture-of-Experts Multimodal BERT for Robust Chinese Hate Speech Detection under Cloaking Perturbations

Qiyao Xue, Yuchen Dou, Ryan Shi, Xiang Lorraine Li, Wei Gao

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Debunking with Dialogue? Exploring AI-Generated Counterspeech to Challenge Conspiracy Theories

Mareike Lisker, Christina Gottschalk, Helena Mihaljević

机构 * University of Applied Sciences (HTW) Berlin, Germany（柏林应用科学大学（HTW）） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 16 pages, Association for Computational Linguistics, Proceedings of the 9th Workshop on Online Abuse and Harms (WOAH 2025)

Lost in Space: Finding the Right Tokens for Structured Output

Sil Hamilton, David Mimno

机构 * Department of Information Science（信息科学系） ； Cornell University（康奈尔大学） 纠错

专题命中 其他LLM ：LLM(abstract)；language model(abstract)；分类 cs.CL

FakeIDet: Exploring Patches for Privacy-Preserving Fake ID Detection

Javier Muñoz-Haro, Ruben Tolosana, Ruben Vera-Rodriguez, Aythami Morales, Julian Fierrez

机构 * Biometrics and Data Pattern Analytics Lab, Universidad Autonoma de Madrid, Madrid, Spain（生物信息与数据模式分析实验室，马德里自治大学，马德里，西班牙） 纠错

专题命中 其他LLM ：foundation model(abstract)；分类 cs.AI

Journal ref IEEE International Joint Conference on Biometrics (IJCB 2025)

Extreme anisotropies in deep layers of an exploding star: overabundance of Cr in the northeastern jet of Cassiopeia A

Vincenzo Sapienza, Marco Miceli, Masaomi Ono, Shigehiro Nagataki, Takashi Yoshida, Emanuele Greco, Salvatore Orlando, Fabrizio Bocchino

专题命中 其他LLM ：prompting(abstract)

Comments Accepted for Publication in The Astrophysical Journal Letters, 11 Pages, 4 Figures and 1 Table

Deciphering the Physical Origin of GRB 240825A: A Long GRB Lacking a Bright Supernova

Rahul Gupta, Judith L. Racusin, R. Sanchez-Ramirez, Y. Hu, Andrea Rossi, Maria Dolores Caballero Garcia, Pi Nuessle, Alberto J. Castro-Tirado, Samantha Oates, Pragyan P. Bordoloi, Amar Aryan, Simone Dichiara, Peter Veres, Noel Klingler, Nicola Omodei, Elisabetta Maiorano, Donggeun Tak, S. Shilling, Jose E. Adsuara, P. H. Connell, E. Fernandez Garcia, Guillermo Garcia-Segura, Ankur Ghosh, Ersin Göğüs, Francisco J. Gordillo-Vazquez, Maria Gritsevich, Ana M. Nicuesa Guelbenzu, S. Guziy, Lorraine Hanlon, Hendrik van Heerden, Shabnam Iyyani, Antonio Martin-Carrillo, Petrus J. Meintjes, J. Navarro-Gonzalez, T. Neubert, Nikolai Ostgaard, S. B. Pandey, Ignacio Pérez-García, Soebur Razzaque, Eda Sonbas, Si-Yu Wu, Alexei Pozanenko, Alina Volnova, Alexander Moskvitin, Sergey Belkin, O. I. Spiridonova, Otabek A. Burkhonov, Shuhrat A. Ehgamberdiev, E. Klunko, V. Rumyantsev, I. Sokolov, A. Novichonok, Inna Reva, A. Volvach, L. Volvach

专题命中 其他LLM ：prompting(abstract)

Comments 34 pages, 21 figures, 6 tables, submitted, Comments/Suggestions are very welcome

Detailed Architecture of the L 98-59 System and Confirmation of a Fifth Planet in the Habitable Zone

Charles Cadieux, Alexandrine L'Heureux, Caroline Piaulet-Ghorayeb, René Doyon, Étienne Artigau, Neil J. Cook, Louis-Philippe Coulombe, Pierre-Alexis Roy, David Lafrenière, Pierrot Lamontagne, Michael Radica, Björn Benneke, Eva-Maria Ahrer, Drew Weisserman, Ryan Cloutier

专题命中 其他LLM ：prompting(abstract)

Comments 32 pages, 12 figures, 8 tables, accepted for publication in AJ. [v2] Corrected a minor formatting issue in the caption of Figure 5

Cross-Modal Dual-Causal Learning for Long-Term Action Recognition

Xu Shaowu, Jia Xibin, Gao Junyu, Sun Qianmei, Chang Jing, Fan Chao

机构 * Beijing University of Technology（北京理工大学） ； Chinese Academy of Sciences（中国科学院） ； Capital Medical University（首都医科大学） 纠错

专题命中 其他LLM ：language model(abstract)