Self-Taught Convolutional Neural Networks for Short Text Clustering

Self-Taught Convolutional Neural Networks for Short Text Clustering

1 January 2017

Jiaming Xu

Bo Xu

Jun Zhao

Bo Xu

Papers citing "Self-Taught Convolutional Neural Networks for Short Text Clustering"

10 / 10 papers shown

Title
A Simple Graph Contrastive Learning Framework for Short Text Classification Yuqi Liu Fausto Giunchiglia Lan Huang Ximing Li Xiaoyue Feng Renchu Guan 39 0 0 17 Jan 2025
GloCOM: A Short Text Neural Topic Model via Global Clustering Context Quang Nguyen Tung Nguyen Duc Anh Nguyen Linh Ngo Van Sang Dinh Truong Nguyen 76 0 0 30 Nov 2024
A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System Zheng Fang Lama Alqazlan Du Liu Yulan He Rob Procter 14 4 0 04 Apr 2023
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding Jiali Zeng Yongjing Yin Yu Jiang Shuangzhi Wu Yunbo Cao SSL 27 13 0 07 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 53 20 0 29 Oct 2022
SPOT: Knowledge-Enhanced Language Representations for Information Extraction Jiacheng Li Yannis Katsis Tyler Baldwin Ho-Cheol Kim Andrew Bartko Julian McAuley Chun-Nan Hsu 30 15 0 20 Aug 2022
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Haoran Li Mona T. Diab 24 14 0 11 Nov 2021
Virtual Augmentation Supported Contrastive Learning of Sentence Representations Dejiao Zhang Wei Xiao Henghui Zhu Xiaofei Ma Andrew O. Arnold SSL 51 29 0 16 Oct 2021
Supporting Clustering with Contrastive Learning Dejiao Zhang Feng Nan Xiaokai Wei Shang-Wen Li Henghui Zhu Kathleen McKeown Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 43 196 0 24 Mar 2021
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 279 13,373 0 25 Aug 2014