语言大模型 / LLM

MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model

Yatai Ji, Junjie Wang, Yuan Gong, Lin Zhang, Yanru Zhu, Hongfa Wang, Jiaxing Zhang, Tetsuya Sakai, Yujiu Yang

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

Comments CVPR 2023 Main Track Long Paper

Unified Language Representation for Question Answering over Text, Tables, and Images

Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li

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

Comments Findings of ACL 2023

Multimodal Search on Iconclass using Vision-Language Pre-Trained Models

Cristian Santini, Etienne Posthumus, Mary Ann Tan, Oleksandra Bruns, Tabea Tietz, Harald Sack

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

Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property Prediction

Eduardo Soares, Emilio Vital Brazil, Karen Fiorela Aquino Gutierrez, Renato Cerqueira, Dan Sanders, Kristin Schmidt, Dmitry Zubarev

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

Comments 14 pages, 6 Figures, 5 tables. Submited to NEURIPS 2023, Under review

Interpretable Sparsification of Brain Graphs: Better Practices and Effective Designs for Graph Neural Networks

Gaotang Li, Marlena Duda, Xiang Zhang, Danai Koutra, Yujun Yan

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

Comments To appear in Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 23)

TransFool: An Adversarial Attack against Neural Machine Translation Models

Sahar Sadrizadeh, Ljiljana Dolamic, Pascal Frossard

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

Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials

Shengchao Liu, Weitao Du, Yanjing Li, Zhuoxinran Li, Zhiling Zheng, Chenru Duan, Zhiming Ma, Omar Yaghi, Anima Anandkumar, Christian Borgs, Jennifer Chayes, Hongyu Guo, Jian Tang

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

Active Representation Learning for General Task Space with Applications in Robotics

Yifang Chen, Yingbing Huang, Simon S. Du, Kevin Jamieson, Guanya Shi

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

Is Anisotropy Inherent to Transformers?

Nathan Godey, Éric de la Clergerie, Benoît Sagot

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

Comments ACL-SRW 2023 (Poster)

Interactive Fashion Content Generation Using LLMs and Latent Diffusion Models

Krishna Sri Ipsit Mantri, Nevasini Sasikumar

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

Comments Third Workshop on Ethical Considerations in Creative applications of Computer Vision (EC3V) at CVPR 2023. arXiv admin note: substantial text overlap with arXiv:2301.02110, arXiv:2112.10752 by other authors

On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning

Hojoon Lee, Koanho Lee, Dongyoon Hwang, Hyunho Lee, Byungkun Lee, Jaegul Choo

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

Comments Accepted to ICML 2023

A brief review of contrastive learning applied to astrophysics

Marc Huertas-Company, Regina Sarmiento, Johan Knapen

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

Comments Invited review to be published in RASTI

Multi-level Protein Representation Learning for Blind Mutational Effect Prediction

Yang Tan, Bingxin Zhou, Yuanhong Jiang, Yu Guang Wang, Liang Hong

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

Analyzing Text Representations by Measuring Task Alignment

Cesar Gonzalez-Gutierrez, Audi Primadhanty, Francesco Cazzaro, Ariadna Quattoni

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

Comments arXiv admin note: text overlap with arXiv:2210.05721

Trusting Your Evidence: Hallucinate Less with Context-aware Decoding

Weijia Shi, Xiaochuang Han, Mike Lewis, Yulia Tsvetkov, Luke Zettlemoyer, Scott Wen-tau Yih

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

Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis

Ta-Chung Chi, Ting-Han Fan, Alexander I. Rudnicky, Peter J. Ramadge

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

Comments Accepted by ACL 2023

TVTSv2: Learning Out-of-the-box Spatiotemporal Visual Representations at Scale

Ziyun Zeng, Yixiao Ge, Zhan Tong, Xihui Liu, Shu-Tao Xia, Ying Shan

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

Comments Technical Report

Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond

Haw-Shiuan Chang, Zonghai Yao, Alolika Gon, Hong Yu, Andrew McCallum

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

Comments ACL Findings 2023

ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities

Peng Wang, Shijie Wang, Junyang Lin, Shuai Bai, Xiaohuan Zhou, Jingren Zhou, Xinggang Wang, Chang Zhou

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

Comments 30 pages, 9 figures, 18 tables

TEPrompt: Task Enlightenment Prompt Learning for Implicit Discourse Relation Recognition

Wei Xiang, Chao Liang, Bang Wang

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

Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering

Bing Wang, Ximing Li, Zhiyao Yang, Yuanyuan Guan, Jiayin Li, Shengsheng Wang

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

Comments 24 pages, 7 figures

Alleviating Over-smoothing for Unsupervised Sentence Representation

Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Bowen Cao, Jianhui Chang, Daxin Jiang, Jia Li

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

Comments 13 pages

Journal ref ACL 2023

Investigating Forgetting in Pre-Trained Representations Through Continual Learning

Yun Luo, Zhen Yang, Xuefeng Bai, Fandong Meng, Jie Zhou, Yue Zhang

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

Learning Summary-Worthy Visual Representation for Abstractive Summarization in Video

Zenan Xu, Xiaojun Meng, Yasheng Wang, Qinliang Su, Zexuan Qiu, Xin Jiang, Qun Liu

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

Comments Accepted by IJCAI-2023

Toward Adversarial Training on Contextualized Language Representation

Hongqiu Wu, Yongxiang Liu, Hanwen Shi, Hai Zhao, Min Zhang

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

CLIP-S$^4$: Language-Guided Self-Supervised Semantic Segmentation

Wenbin He, Suphanut Jamonnak, Liang Gou, Liu Ren

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

Comments The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023

BiTimeBERT: Extending Pre-Trained Language Representations with Bi-Temporal Information

Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa, Yi Cai

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

Sparsely-gated Mixture-of-Expert Layers for CNN Interpretability

Svetlana Pavlitska, Christian Hubschneider, Lukas Struppek, J. Marius Zöllner

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

Comments Accepted for publication at IJCNN 2023

What does BERT learn about prosody?

Sofoklis Kakouros, Johannah O'Mahony

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

Comments Accepted at the International Congress of Phonetic Sciences (ICPhS 2023; https://www.icphs2023.org/)

Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data

Vladislav Lialin, Stephen Rawls, David Chan, Shalini Ghosh, Anna Rumshisky, Wael Hamza

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

Journal ref 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)