语言大模型 / LLM

Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models

Suho Yoo, Hyunjong Ok, Jaeho Lee

机构 * HJ AILAB ； POSTECH 纠错

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

Comments 12 pages, 5 figures, ACL Findings 2025

ELEV-VISION-SAM: Integrated Vision Language and Foundation Model for Automated Estimation of Building Lowest Floor Elevation

Yu-Hsuan Ho, Longxiang Li, Ali Mostafavi

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

Journal ref Comput. Aided Civ. Infrastruct. Eng. 40.1 (2025) 75-90

ReelWave: Multi-Agentic Movie Sound Generation through Multimodal LLM Conversation

Zixuan Wang, Chi-Keung Tang, Yu-Wing Tai

机构 * The Hong Kong University of Science and Technology（香港科学与技术大学） ； Dartmouth College（达特茅斯学院） 纠错

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

Comments Project page: https://vincent2311.github.io/ReelWave_demo

An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring

Sana Ebrahimi, Mohsen Dehghankar, Abolfazl Asudeh

机构 * University of Illinois Chicago（伊利诺伊大学芝加哥分校） 纠错

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

Language Models, Graph Searching, and Supervision Adulteration: When More Supervision is Less and How to Make More More

Arvid Frydenlund

机构 * University of Toronto（多伦多大学） ； Vector Institute（向量研究所） 纠错

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

Comments ACL 2025 Main. A camera-ready version will follow in a few weeks. A reduced version of this work was also accepted to the Workshop on Spurious Correlation and Shortcut Learning: Foundations and Solutions (SCSL) at ICLR 2025

An In-Depth Investigation of Data Collection in LLM App Ecosystems

Yuhao Wu, Evin Jaff, Ke Yang, Ning Zhang, Umar Iqbal

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

Comments Accepted by the ACM Internet Measurement Conference (IMC) 2025

Temporal-Oriented Recipe for Transferring Large Vision-Language Model to Video Understanding

Thong Nguyen, Zhiyuan Hu, Xu Lin, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan

机构 * National University of Singapore（新加坡国立大学） ； Nanyang Technological University（南洋理工大学） 纠错

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

Comments In Progress

The Effects of Demographic Instructions on LLM Personas

Angel Felipe Magnossão de Paula, J. Shane Culpepper, Alistair Moffat, Sachin Pathiyan Cherumanal, Falk Scholer, Johanne Trippas

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

Comments Accepted at SIGIR'25, Padua, Italy

Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM

Zirui Pan, Xin Wang, Yipeng Zhang, Hong Chen, Kwan Man Cheng, Yaofei Wu, Wenwu Zhu

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

Comments AAAI 2025 Poster

Exploring Gradient-Guided Masked Language Model to Detect Textual Adversarial Attacks

Xiaomei Zhang, Zhaoxi Zhang, Yanjun Zhang, Xufei Zheng, Leo Yu Zhang, Shengshan Hu, Shirui Pan

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

Confidence Regularized Masked Language Modeling using Text Length

Seunghyun Ji, Soowon Lee

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

Comments 10 pages, 1 figure

Dynamic Incentive Strategies for Smart EV Charging Stations: An LLM-Driven User Digital Twin Approach

Yichen Sun, Chenggang Cui, Chuanlin Zhang, Chunyang Gong

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

FireEdit: Fine-grained Instruction-based Image Editing via Region-aware Vision Language Model

Jun Zhou, Jiahao Li, Zunnan Xu, Hanhui Li, Yiji Cheng, Fa-Ting Hong, Qin Lin, Qinglin Lu, Xiaodan Liang

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

Comments Accepted to CVPR 2025

Protecting Your Video Content: Disrupting Automated Video-based LLM Annotations

Haitong Liu, Kuofeng Gao, Yang Bai, Jinmin Li, Jinxiao Shan, Tao Dai, Shu-Tao Xia

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

Comments Accepted by CVPR 2025

STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding

Zichen Liu, Kunlun Xu, Bing Su, Xu Zou, Yuxin Peng, Jiahuan Zhou

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

UTFix: Change Aware Unit Test Repairing using LLM

Shanto Rahman, Sachit Kuhar, Berk Cirisci, Pranav Garg, Shiqi Wang, Xiaofei Ma, Anoop Deoras, Baishakhi Ray

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

Comments 26 pages, International Conference on Object-oriented Programming, Systems, Languages, and Applications (OOPSLA) 2025

All or None: Identifiable Linear Properties of Next-token Predictors in Language Modeling

Emanuele Marconato, Sébastien Lachapelle, Sebastian Weichwald, Luigi Gresele

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

Comments 28th International Conference on Artificial Intelligence and Statistics (AISTATS)

Understanding the Quality-Diversity Trade-off in Diffusion Language Models

Zak Buzzard

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

Comments 11 pages, 8 figures

What Social Media Use Do People Regret? An Analysis of 34K Smartphone Screenshots with Multimodal LLM

Longjie Guo, Yue Fu, Xiran Lin, Xuhai "Orson" Xu, Yung-Ju Chang, Alexis Hiniker

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

Comments Accepted as a CHI 2025 Full Paper

Prompting Generative AI with Interaction-Augmented Instructions

Leixian Shen, Haotian Li, Yifang Wang, Xing Xie, Huamin Qu

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

Comments accepted to CHI LBW 2025

Aligned at the Start: Conceptual Groupings in LLM Embeddings

Mehrdad Khatir, Sanchit Kabra, Chandan K. Reddy

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

Semantica: Decentralized Search using a LLM-Guided Semantic Tree Overlay

Petru Neague, Quinten Stokkink, Naman Goel, Johan Pouwelse

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

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Bidipta Sarkar, Warren Xia, C. Karen Liu, Dorsa Sadigh

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

Comments 14 pages, 5 figures, 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2025)

Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models

Cong Lu, Shengran Hu, Jeff Clune

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

Comments Published as a conference paper at ICLR 2025

AugmenTest: Enhancing Tests with LLM-Driven Oracles

Shaker Mahmud Khandaker, Fitsum Kifetew, Davide Prandi, Angelo Susi

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

Comments Accepted for publication at 2025 IEEE Conference on Software Testing, Verification and Validation (ICST)

Ocean-OCR: Towards General OCR Application via a Vision-Language Model

Song Chen, Xinyu Guo, Yadong Li, Tao Zhang, Mingan Lin, Dongdong Kuang, Youwei Zhang, Lingfeng Ming, Fengyu Zhang, Yuran Wang, Jianhua Xu, Zenan Zhou, Weipeng Chen

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

PaperWave: Listening to Research Papers as Conversational Podcasts Scripted by LLM

Yuchi Yahagi, Rintaro Chujo, Yuga Harada, Changyo Han, Kohei Sugiyama, Takeshi Naemura

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

Unveiling the Mystery of Weight in Large Foundation Models: Gaussian Distribution Never Fades

Chongjie Si, Jingjing Jiang, Wei Shen

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

Comments Revisions ongoing

EchoSight: Advancing Visual-Language Models with Wiki Knowledge

Yibin Yan, Weidi Xie

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

Comments Accepted by EMNLP 2024 findings; Project Page: https://go2heart.github.io/echosight

Financial News-Driven LLM Reinforcement Learning for Portfolio Management

Ananya Unnikrishnan

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