语言大模型 / LLM

Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs

Zhaoyu Fan, Kaihang Pan, Mingze Zhou, Bosheng Qin, Juncheng Li, Shengyu Zhang, Wenqiao Zhang, Siliang Tang, Fei Wu, Yueting Zhuang

机构 * Zhejiang University（浙江大学） 纠错

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

Comments 15 pages, 6 figures

Sovereign AI for 6G: Towards the Future of AI-Native Networks

Swarna Bindu Chetty, David Grace, Simon Saunders, Paul Harris, Eirini Eleni Tsiropoulou, Tony Quek, Hamed Ahmadi

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Hallucination Detection on a Budget: Efficient Bayesian Estimation of Semantic Entropy

Kamil Ciosek, Nicolò Felicioni, Sina Ghiassian

机构 * Spotify 纠错

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

Comments 24 pages

Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer

Yihang Wang, Yuying Qiu, Peng Chen, Kai Zhao, Yang Shu, Zhongwen Rao, Lujia Pan, Bin Yang, Chenjuan Guo

机构 * East China Normal University, Shanghai, China（东华大学） ； Aalborg University, Aalborg, Denmark（奥尔堡大学） ； Huawei Noah's Ark Lab, Shenzhen, China（华为诺亚实验室） 纠错

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

Comments Accepted by the Forty-second International Conference on Machine Learning (ICML2025)

Using a Large Language Model to generate a Design Structure Matrix

Edwin C. Y. Koh

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

Comments 16 pages, 7 Figures, 6 Tables

Journal ref Natural Language Processing Journal, Vol. 9, 2024, Article 100103

Analyzing the Instability of Large Language Models in Automated Bug Injection and Correction

Mehmet Bilal Er, Nagehan İlhan, Umut Kuran

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

Aligning Requirement for Large Language Model's Code Generation

Zhao Tian, Junjie Chen

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

Comments Accepted by ICSE 2026

Plantbot: Integrating Plant and Robot through LLM Modular Agent Networks

Atsushi Masumori, Norihiro Maruyama, Itsuki Doi, johnsmith, Hiroki Sato, Takashi Ikegami

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

MultiPL-MoE: Multi-Programming-Lingual Extension of Large Language Models through Hybrid Mixture-of-Experts

Qing Wang, Xue Han, Jiahui Wang, Lehao Xing, Qian Hu, Lianlian Zhang, Chao Deng, Junlan Feng

机构 * China Mobile Research Institute（中国移动研究院） 纠错

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

RecMind: LLM-Enhanced Graph Neural Networks for Personalized Consumer Recommendations

Chang Xue, Youwei Lu, Chen Yang, Jinming Xing

机构 * Yeshiva University（耶鲁大学） ； Oklahoma State University（俄克拉荷马州立大学） ； Case Western Reserve University（凯斯西储大学） ； North Carolina State University（北卡罗来纳州立大学） 纠错

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

Diffusion on language model encodings for protein sequence generation

Viacheslav Meshchaninov, Pavel Strashnov, Andrey Shevtsov, Fedor Nikolaev, Nikita Ivanisenko, Olga Kardymon, Dmitry Vetrov

机构 * Constructor University, Bremen, Germany（Constructor大学，不来梅，德国） 纠错

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

Assessing prompting frameworks for enhancing literature reviews among university students using ChatGPT

Aminul Islam, Mukta Bansal, Lena Felix Stephanie, Poernomo Gunawan, Pui Tze Sian, Sabrina Luk, Eunice Tan, Hortense Le Ferrand

专题命中 其他LLM ：prompting(title,abstract)

Comments 24 pages, 6 figures

Through the Prism of Culture: Evaluating LLMs' Understanding of Indian Subcultures and Traditions

Garima Chhikara, Abhishek Kumar, Abhijnan Chakraborty

机构 * Amar Nath and Shashi Khosla School of Information Technology, Indian Institute of Technology Delhi（阿玛纳特和沙希·科斯拉信息科技学院，印度理工学院德里） ； Computer Science and Engineering Department, Delhi Technological University（德里技术大学计算机科学与工程系） ； Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur（印度理工学院Khargpur计算机科学与工程系） 纠错

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

LaPIG: Cross-Modal Generation of Paired Thermal and Visible Facial Images

Leyang Wang, Joice Lin

机构 * University College London（伦敦大学学院） ； Xiamen University（厦门大学） 纠错

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

Gravity Well Echo Chamber Modeling With An LLM-Based Confirmation Bias Model

Joseph Jackson, Georgiy Lapin, Jeremy E. Thompson

专题命中 其他LLM ：LLM(title)；分类 cs.AI

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection

Debajyoti Mazumder, Aakash Kumar, Jasabanta Patro

机构 * Department of Data Science and Engineering（数据科学与工程系） ； Indian Institute of Science Education and Research（印度科学教育与研究学院） 纠错

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

Comments 33 pages; EMNLP 2025 (Findings)

Piloting Copilot, Codex, and StarCoder2: Hot Temperature, Cold Prompts, or Black Magic?

Jean-Baptiste Döderlein, Nguessan Hermann Kouadio, Mathieu Acher, Djamel Eddine Khelladi, Benoit Combemale

机构 * CNRS（法国国家科学研究中心） 纠错

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

Comments 53 pages, 3 Figures (not counted the subfigures), 16 Tables

Journal ref Journal of Systems and Software, Volume 230, December 2025, 112562

Characterizing Fitness Landscape Structures in Prompt Engineering

Arend Hintze

机构 * Department of Data Analytics, Dalarna University（数据分析系，达拉那大学） ； BEACON Institute for the Study of Evolution in Action, Michigan State University（进化行为研究所，密歇根州立大学） 纠错

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

A Unified Framework for Cultural Heritage Data Historicity and Migration: The ARGUS Approach

Lingxiao Kong, Apostolos Sarris, Miltiadis Polidorou, Victor Klingenberg, Vasilis Sevetlidis, Vasilis Arampatzakis, George Pavlidis, Cong Yang, Zeyd Boukhers

专题命中 其他LLM ：LLM(abstract)

Comments Accepted for publication at the IEEE International Conference on Cyber Humanities (2025)

Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Jinheng Xie, Weijia Mao, Zechen Bai, David Junhao Zhang, Weihao Wang, Kevin Qinghong Lin, Yuchao Gu, Zhijie Chen, Zhenheng Yang, Mike Zheng Shou

机构 * Show Lab, National University of Singapore（新加坡国立大学Show实验室） ； ByteDance（字节跳动） 纠错

专题命中 其他LLM ：foundation model(abstract)

Comments ICLR 2025

Towards an Automated Framework to Audit Youth Safety on TikTok

Linda Xue, Francesco Corso, Nicolo' Fontana, Geng Liu, Stefano Ceri, Francesco Pierri

专题命中 其他LLM ：language model(abstract)

Comments 7 pages, 3 figures, submitted to EMNLP 2025 and ECAT Research Workshop 2025

Six Million (Suspected) Fake Stars in GitHub: A Growing Spiral of Popularity Contests, Spams, and Malware

Hao He, Haoqin Yang, Philipp Burckhardt, Alexandros Kapravelos, Bogdan Vasilescu, Christian Kästner

专题命中 其他LLM ：LLM(abstract)

Comments 2026 IEEE/ACM 48th International Conference on Software Engineering (ICSE'26)