Discriminative Topic Mining via Category-Name Guided Text Embedding

Discriminative Topic Mining via Category-Name Guided Text Embedding

20 August 2019

Yu Zhang

Papers citing "Discriminative Topic Mining via Category-Name Guided Text Embedding"

16 / 16 papers shown

Title
TopicAdapt- An Inter-Corpora Topics Adaptation Approach Pritom Saha Akash Trisha Das Kevin Chen-Chuan Chang 31 0 0 08 Oct 2023
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities Priyanka Kargupta Tanay Komarlu Susik Yoon Xuan Wang Jiawei Han 34 8 0 04 Apr 2023
Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts Yu Zhang Yunyi Zhang Martin Michalski Yucheng Jiang Yu Meng Jiawei Han 64 16 0 12 Dec 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 50 20 0 29 Oct 2022
Coordinated Topic Modeling Pritom Saha Akash Jie Huang Kevin Chen-Chuan Chang 23 1 0 16 Oct 2022
Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds Yu Zhang Yu Meng Xuan Wang Sheng Wang Jiawei Han 68 14 0 04 May 2022
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations Yu Meng Yunyi Zhang Jiaxin Huang Yu Zhang Jiawei Han 56 56 0 09 Feb 2022
Keyword Assisted Embedded Topic Model Bahareh Harandizadeh Hunter Priniski Fred Morstatter 19 22 0 22 Nov 2021
MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information Yu Zhang Shweta Garg Yu Meng Xiusi Chen Jiawei Han 45 16 0 07 Nov 2021
X-Class: Text Classification with Extremely Weak Supervision Zihan Wang Dheeraj Mekala Jingbo Shang 8 78 0 24 Oct 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach Yu Meng Yunyi Zhang Jiaxin Huang Chenyan Xiong Heng Ji Chao Zhang Jiawei Han VLM 55 75 0 14 Oct 2020
CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring Jiaxin Huang Yiqing Xie Yu Meng Yunyi Zhang Jiawei Han 50 36 0 13 Oct 2020
Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding Yu Meng Yunyi Zhang Jiaxin Huang Yu Zhang Chao Zhang Jiawei Han 53 67 0 18 Jul 2020
Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and Co-Expansion Jiaxin Huang Yiqing Xie Yu Meng Jiaming Shen Yunyi Zhang Jiawei Han 44 27 0 27 Jan 2020
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories Yu Zhang Frank F. Xu Sha Li Yu Meng Xuan Wang Qi Li Jiawei Han 45 41 0 16 Oct 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,368 0 25 Aug 2014