语言大模型 / LLM

NOAH: Benchmarking Narrative Prior driven Hallucination and Omission in Video Large Language Models

Kyuho Lee, Euntae Kim, Jinwoo Choi, Buru Chang

机构 * Korea University（韩国大学） ； Kyung Hee University（庆熙大学） 纠错

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

Comments 18 pages, 9 figures. Preprint

Chat-CBM: Towards Interactive Concept Bottleneck Models with Frozen Large Language Models

Hangzhou He, Lei Zhu, Kaiwen Li, Xinliang Zhang, Jiakui Hu, Ourui Fu, Zhengjian Yao, Yanye Lu

机构 * Department of Biomedical Engineering, College of Future Technology, Peking University（生物医学工程系，未来技术学院，北京大学） ； Institute of Medical Technology, Peking University Health Science Center, Peking University（医学技术研究所，北京大学医学部，北京大学） ； National Biomedical Imaging Center, College of Future Technology, Peking University（国家生物医学成像中心，未来技术学院，北京大学） 纠错

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

CLAIRE: A Dual Encoder Network with RIFT Loss and Phi-3 Small Language Model Based Interpretability for Cross-Modality Synthetic Aperture Radar and Optical Land Cover Segmentation

Debopom Sutradhar, Arefin Ittesafun Abian, Mohaimenul Azam Khan Raiaan, Reem E. Mohamed, Sheikh Izzal Azid, Sami Azam

机构 * Department of Computer Science and Engineering, United International University（计算机科学与工程系，国际大学） ； Faculty of Science and Information Technology, Charles Darwin University（科学与信息技术学院，查尔斯·达尔文大学） ； School of Engineering and Energy , Murdoch University（工程与能源学院，默多尼大学） ； Faculty of Science and Technology, Charles Darwin University（科学与技术学院，查尔斯·达尔文大学） 纠错

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

Comments 23 pages, 6 figures, 10 tables

PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement

Xubin Yue, Zhenhua Xu, Wenpeng Xing, Jiahui Yu, Mohan Li, Meng Han

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

Large Language Models Facilitate Vision Reflection in Image Classification

Guoyuan An, JaeYoon Kim, SungEui Yoon

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

Graph Representation-based Model Poisoning on Federated Large Language Models

Hanlin Cai, Haofan Dong, Houtianfu Wang, Kai Li, Ozgur B. Akan

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

Comments 7 pages, 5 figures (Submitted to IEEE Communication Magazine)

DisTime: Distribution-based Time Representation for Video Large Language Models

Yingsen Zeng, Zepeng Huang, Yujie Zhong, Chengjian Feng, Jie Hu, Lin Ma, Yang Liu

机构 * Meituan Inc.（美团公司） ； Wangxuan Institute of Computer Technology, Peking University（北京大学王轩计算机技术研究所） 纠错

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

Comments Accepted by ICCV 2025

Generating Search Explanations using Large Language Models

Arif Laksito, Mark Stevenson

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

Comments Extended Abstract - Workshop on Explainability in Information Retrieval (WExIR), SIGIR 2025

Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models

Haoran Zhou, Zihan Zhang, Hao Chen

机构 * Southeast University（东南大学） 纠错

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

Fine-Grained Interpretation of Political Opinions in Large Language Models

Jingyu Hu, Mengyue Yang, Mengnan Du, Weiru Liu

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

NavBench: Probing Multimodal Large Language Models for Embodied Navigation

Yanyuan Qiao, Haodong Hong, Wenqi Lyu, Dong An, Siqi Zhang, Yutong Xie, Xinyu Wang, Qi Wu

机构 * The University of Adelaide（阿德莱德大学） ； The University of Queensland（昆士兰大学） ； CSIRO Data61（澳大利亚联邦科学与工业研究组织数据61研究中心） ； Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） ； Tongji University（同济大学） 纠错

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

Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis

Bingda Tang, Boyang Zheng, Xichen Pan, Sayak Paul, Saining Xie

机构 * New York University（纽约大学） ； Hugging Face 纠错

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

Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Xin Zou, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Kening Zheng, Sirui Huang, Junkai Chen, Peijie Jiang, Jia Liu, Chang Tang, Xuming Hu

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

Comments Accepted by ICML 2025

Ruled by the Representation Space: On the University's Embrace of Large Language Models

Katia Schwerzmann

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

Intent Representation Learning with Large Language Model for Recommendation

Yu Wang, Lei Sang, Yi Zhang, Yiwen Zhang

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

Comments Accepted by SIGIR 2025 Full Paper

LDGen: Enhancing Text-to-Image Synthesis via Large Language Model-Driven Language Representation

Pengzhi Li, Pengfei Yu, Zide Liu, Wei He, Xuhao Pan, Xudong Rao, Tao Wei, Wei Chen

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

DirectGPT: A Direct Manipulation Interface to Interact with Large Language Models

Damien Masson, Sylvain Malacria, Géry Casiez, Daniel Vogel

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

Comments In Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems (CHI '24)

The Role of Background Information in Reducing Object Hallucination in Vision-Language Models: Insights from Cutoff API Prompting

Masayo Tomita, Katsuhiko Hayashi, Tomoyuki Kaneko

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

Comments Under review

Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards

Xiaoyu Yang, Jie Lu, En Yu

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

Comments ICLR 2025 Poster

X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Model

Jan Held, Hani Itani, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck

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

Towards Interpretable Sequence Continuation: Analyzing Shared Circuits in Large Language Models

Michael Lan, Philip Torr, Fazl Barez

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

Enhancing Explainability in Multimodal Large Language Models Using Ontological Context

Jihen Amara, Birgitta König-Ries, Sheeba Samuel

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

Hallu-PI: Evaluating Hallucination in Multi-modal Large Language Models within Perturbed Inputs

Peng Ding, Jingyu Wu, Jun Kuang, Dan Ma, Xuezhi Cao, Xunliang Cai, Shi Chen, Jiajun Chen, Shujian Huang

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

Comments Acccepted by ACM MM 2024, 14 pages, 11 figures, 9 tables

Enhancing Multimodal Large Language Models with Multi-instance Visual Prompt Generator for Visual Representation Enrichment

Wenliang Zhong, Wenyi Wu, Qi Li, Rob Barton, Boxin Du, Shioulin Sam, Karim Bouyarmane, Ismail Tutar, Junzhou Huang

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

Large Language Model Assisted Optimal Bidding of BESS in FCAS Market: An AI-agent based Approach

Borui Zhang, Chaojie Li, Guo Chen, Zhaoyang Dong

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

Context-Enhanced Video Moment Retrieval with Large Language Models

Weijia Liu, Bo Miao, Jiuxin Cao, Xuelin Zhu, Bo Liu, Mehwish Nasim, Ajmal Mian

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

Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding

Peng Jin, Ryuichi Takanobu, Wancai Zhang, Xiaochun Cao, Li Yuan

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

Comments Accepted by CVPR 2024 (Highlight)

OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation

Qidong Huang, Xiaoyi Dong, Pan Zhang, Bin Wang, Conghui He, Jiaqi Wang, Dahua Lin, Weiming Zhang, Nenghai Yu

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

Comments CVPR 2024, code is available at https://github.com/shikiw/OPERA

Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

Chaoya Jiang, Haiyang Xu, Mengfan Dong, Jiaxing Chen, Wei Ye, Ming Yan, Qinghao Ye, Ji Zhang, Fei Huang, Shikun Zhang

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

Explaining Autonomy: Enhancing Human-Robot Interaction through Explanation Generation with Large Language Models

David Sobrín-Hidalgo, Miguel A. González-Santamarta, Ángel M. Guerrero-Higueras, Francisco J. Rodríguez-Lera, Vicente Matellán-Olivera

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

Comments 26 pages, 15 Figures, 11 Tables. This paper is a preprint of an article submitted to the International Journal of Social Robotics