语言大模型 / LLM

NoteLLM-2: Multimodal Large Representation Models for Recommendation

Chao Zhang, Haoxin Zhang, Shiwei Wu, Di Wu, Tong Xu, Xiangyu Zhao, Yan Gao, Yao Hu, Enhong Chen

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

Comments Accepted by KDD'25 ADS track

OpenIN: Open-Vocabulary Instance-Oriented Navigation in Dynamic Domestic Environments

Yujie Tang, Meiling Wang, Yinan Deng, Zibo Zheng, Jingchuan Deng, Yufeng Yue

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

Comments arXiv admin note: substantial text overlap with arXiv:2409.18743

MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media

Muhammad Arslan Manzoor, Ruihong Zeng, Dilshod Azizov, Preslav Nakov, Shangsong Liang

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

Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval

Jian Xiao, Zhenzhen Hu, Jia Li, Richang Hong

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

When Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study

Yang Xiong, Ruichen Zhang, Yinqiu Liu, Dusit Niyato, Zehui Xiong, Ying-Chang Liang, Shiwen Mao

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

Comments 9 pages, 4 figures

Evaluating Hallucination in Text-to-Image Diffusion Models with Scene-Graph based Question-Answering Agent

Ziyuan Qin, Dongjie Cheng, Haoyu Wang, Huahui Yi, Yuting Shao, Zhiyuan Fan, Kang Li, Qicheng Lao

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

Panther: Illuminate the Sight of Multimodal LLMs with Instruction-Guided Visual Prompts

Honglin Li, Yuting Gao, Chenglu Zhu, Jingdong Chen, Ming Yang, Lin Yang

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

Enhancing Visual Classification using Comparative Descriptors

Hankyeol Lee, Gawon Seo, Wonseok Choi, Geunyoung Jung, Kyungwoo Song, Jiyoung Jung

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

Comments Accepted by WACV 2025

Unified Lexical Representation for Interpretable Visual-Language Alignment

Yifan Li, Yikai Wang, Yanwei Fu, Dongyu Ru, Zheng Zhang, Tong He

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

Comments Accepted by NeurIPS 2024

SFM-Protein: Integrative Co-evolutionary Pre-training for Advanced Protein Sequence Representation

Liang He, Peiran Jin, Yaosen Min, Shufang Xie, Lijun Wu, Tao Qin, Xiaozhuan Liang, Kaiyuan Gao, Yuliang Jiang, Tie-Yan Liu

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

Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation?

Wataru Hashimoto, Hidetaka Kamigaito, Taro Watanabe

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

Comments Accepted to EMNLP 2024 main conference

RapidStream IR: Infrastructure for FPGA High-Level Physical Synthesis

Jason Lau, Yuanlong Xiao, Yutong Xie, Yuze Chi, Linghao Song, Shaojie Xiang, Michael Lo, Zhiru Zhang, Jason Cong, Licheng Guo

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

Journal ref IEEE/ACM International Conference on Computer-Aided Design (2024), October 27-31, New York, NY, USA. ACM, New York, NY, USA, 11 pages

Unified Representation of Genomic and Biomedical Concepts through Multi-Task, Multi-Source Contrastive Learning

Hongyi Yuan, Suqi Liu, Kelly Cho, Katherine Liao, Alexandre Pereira, Tianxi Cai

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

Comments 15 pages, 2 figures, 5 tables

Neuro-Vision to Language: Enhancing Brain Recording-based Visual Reconstruction and Language Interaction

Guobin Shen, Dongcheng Zhao, Xiang He, Linghao Feng, Yiting Dong, Jihang Wang, Qian Zhang, Yi Zeng

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

Encoding Agent Trajectories as Representations with Sequence Transformers

Athanasios Tsiligkaridis, Nicholas Kalinowski, Zhongheng Li, Elizabeth Hou

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

Comments 12 pages, to be presented at GeoAI workshop at ACM SigSpatial 2024

Mechanistic?

Naomi Saphra, Sarah Wiegreffe

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

Comments Equal contribution. Position paper. Accepted for presentation at the BlackBoxNLP workshop at EMNLP 2024

TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy

Weichao Zhao, Hao Feng, Qi Liu, Jingqun Tang, Shu Wei, Binghong Wu, Lei Liao, Yongjie Ye, Hao Liu, Wengang Zhou, Houqiang Li, Can Huang

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

Comments Accepted by NeurIPS 2024

From Uncertainty to Innovation: Wearable Prototyping with ProtoBot

İhsan Ozan Yıldırım, Cansu Çetin Er, Ege Keskin, Murat Kuşcu, Oğuzhan Özcan

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

Comments 12 pages, 2 figures

Cluster-norm for Unsupervised Probing of Knowledge

Walter Laurito, Sharan Maiya, Grégoire Dhimoïla, Owen, Yeung, Kaarel Hänni

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

Comments 30 pages, 35 figures

Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation

Abdelrhman Werby, Chenguang Huang, Martin Büchner, Abhinav Valada, Wolfram Burgard

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

Comments Code and video are available at http://hovsg.github.io/

RWKV-CLIP: A Robust Vision-Language Representation Learner

Tiancheng Gu, Kaicheng Yang, Xiang An, Ziyong Feng, Dongnan Liu, Weidong Cai, Jiankang Deng

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

Comments 14 pages, 10 figures, EMNLP2024 Main

A Market for Lemons? Strategic Directions for a Vigilant Application of Artificial Intelligence in Entrepreneurship Research

Martin Obschonka, Moren Levesque

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

Comments 37 pages, 2 figures, 1 table

Pensieve: Retrospect-then-Compare Mitigates Visual Hallucination

Dingchen Yang, Bowen Cao, Guang Chen, Changjun Jiang

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

Investigating Neuron Ablation in Attention Heads: The Case for Peak Activation Centering

Nicholas Pochinkov, Ben Pasero, Skylar Shibayama

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

Comments 9 pages, 2 figures, XAI World Conference 2024 Late-Breaking Work

A Hybrid Machine Learning Framework for Predicting Hydrogen Storage Capacities in Metal Hydrides: Unsupervised Feature Learning with Deep Neural Networks

Satadeep Bhattacharjee, Pritam Das, Swetarekha Ram, Seung-Cheol Lee

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

Where to Fetch: Extracting Visual Scene Representation from Large Pre-Trained Models for Robotic Goal Navigation

Yu Li, Dayou Li, Chenkun Zhao, Ruifeng Wang, Ran Song, Wei Zhang

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

Artificial Intelligence and Strategic Decision-Making: Evidence from Entrepreneurs and Investors

Felipe A. Csaszar, Harsh Ketkar, Hyunjin Kim

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

Comments 55 pages, 5 figures

Representation Bias of Adolescents in AI: A Bilingual, Bicultural Study

Robert Wolfe, Aayushi Dangol, Bill Howe, Alexis Hiniker

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

Comments Accepted at Artificial Intelligence, Ethics, and Society 2024

Harmonic LLMs are Trustworthy

Nicholas S. Kersting, Mohammad Rahman, Suchismitha Vedala, Yang Wang

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

Comments 15 pages, 2 figures, 16 tables; added Claude-3.0, GPT-4o, Mistral-7B, Mixtral-8x7B, and more annotation for other models

Contrastive Learning with Counterfactual Explanations for Radiology Report Generation

Mingjie Li, Haokun Lin, Liang Qiu, Xiaodan Liang, Ling Chen, Abdulmotaleb Elsaddik, Xiaojun Chang

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

Comments ECCV 2024