Supporting Clustering with Contrastive Learning

24 March 2021

Kathleen McKeown

Papers citing "Supporting Clustering with Contrastive Learning"

28 / 28 papers shown

Title
Cost-Effective Text Clustering with Large Language Models Hongtao Wang Taiyan Zhang Renchi Yang Jianliang Xu 29 0 0 22 Apr 2025
Generalized Class Discovery in Instance Segmentation Cuong Manh Hoang Yeejin Lee Byeongkeun Kang ISeg 92 0 0 12 Feb 2025
Sailing in high-dimensional spaces: Low-dimensional embeddings through angle preservation Jonas Fischer Rong Ma 42 0 0 14 Jun 2024
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series Chenxi Sun Hongyan Li Yaliang Li linda Qiao AI4TS 26 112 0 16 Aug 2023
Relating tSNE and UMAP to Classical Dimensionality Reduction Andrew Draganov Simon Dohn FAtt 25 4 0 20 Jun 2023
IDAS: Intent Discovery with Abstractive Summarization Maarten De Raedt Fréderic Godin Thomas Demeester Chris Develder 32 16 0 31 May 2023
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning Zhenrui Yue Huimin Zeng Mengfei Lan Heng Ji D. Wang VLM 26 14 0 27 May 2023
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11 James Gung Raphael Shu Emily Moeng Wesley Rose Salvatore Romeo Yassine Benajiba Arshit Gupta Saab Mansour Yi Zhang 20 8 0 25 Apr 2023
Covidia: COVID-19 Interdisciplinary Academic Knowledge Graph Cheng Deng Jiaxin Ding Luoyi Fu Weinan Zhang Xinbing Wang Cheng Zhou 16 2 0 14 Apr 2023
Cluster-aware Contrastive Learning for Unsupervised Out-of-distribution Detection Menglong Chen Xingtai Gui Shicai Fan OODD 11 1 0 06 Feb 2023
Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately Xin Cheng Shen Gao Yuchi Zhang Yongliang Wang Xiuying Chen Mingzhe Li Dongyan Zhao Rui Yan 18 10 0 27 Jan 2023
Oracle-guided Contrastive Clustering Mengdie Wang Liyuan Shang Suyun Zhao Yiming Wang Hong Chen Cuiping Li Xizhao Wang 14 0 0 01 Nov 2022
Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations Yu Fei Ping Nie Zhao Meng Roger Wattenhofer Mrinmaya Sachan VLM 47 20 0 29 Oct 2022
Improving the Modality Representation with Multi-View Contrastive Learning for Multimodal Sentiment Analysis Peipei Liu Xin Zheng Hong Li Jie Liu Yimo Ren Hongsong Zhu Limin Sun AI4TS 16 3 0 28 Oct 2022
Socially Enhanced Situation Awareness from Microblogs using Artificial Intelligence: A Survey Rabindra Lamsal Aaron Harwood M. Read 32 20 0 13 Sep 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing Xinyu Zuo Haijin Liang Ning Jing Shuang Zeng Zhou Fang Yu Luo 26 6 0 22 Aug 2022
OpenCon: Open-world Contrastive Learning Yiyou Sun Yixuan Li VLM SSL DRL 44 39 0 04 Aug 2022
Self-supervised Context-aware Style Representation for Expressive Speech Synthesis Yihan Wu Xi Wang S. Zhang Lei He Ruihua Song J. Nie 34 15 0 25 Jun 2022
New Intent Discovery with Pre-training and Contrastive Learning Yuwei Zhang Haode Zhang Li-Ming Zhan Albert Y.S. Lam Albert Y. S. Lam SSL VLM 29 40 0 25 May 2022
Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning Hongzhan Lin Jing Ma Liangliang Chen Zhiwei Yang Mingfei Cheng Guang Chen 32 55 0 18 Apr 2022
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention Carl N. Edwards Heng Ji 25 9 0 12 Feb 2022
Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer Yi-Jen Shih Shih-Lun Wu Frank Zalkow Meinard Muller Yi-Hsuan Yang 27 76 0 07 Nov 2021
Self-supervised Contrastive Attributed Graph Clustering Wei Xia Quanxue Gao Ming Yang Xinbo Gao SSL 58 29 0 15 Oct 2021
MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging Hongru Wang Zezhong Wang Gabriel Pui Cheong Fung Kam-Fai Wong OffRL CLL 27 10 0 26 Aug 2021
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song 125 202 0 16 Feb 2021
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding Yanru Qu Dinghan Shen Yelong Shen Sandra Sajeev Jiawei Han Weizhu Chen 134 66 0 16 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,369 0 09 Mar 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 239 31,253 0 16 Jan 2013