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Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification

11 February 2022

Yu Zhang

Papers citing "Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification"

25 / 25 papers shown

Title
Language Models can be Logical Solvers Jiazhan Feng Ruochen Xu Junheng Hao Hiteshi Sharma Yelong Shen Dongyan Zhao Weizhu Chen ReLM LRM ELM 92 27 0 10 Nov 2023
RATE: Overcoming Noise and Sparsity of Textual Features in Real-Time Location Estimation Yu Zhang Wei Wei Binxuan Huang Kathleen M. Carley Yan Zhang 55 13 0 12 Nov 2021
MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information Yu Zhang Shweta Garg Yu Meng Xiusi Chen Jiawei Han 95 17 0 07 Nov 2021
ECLARE: Extreme Classification with Label Graph Correlations Anshul Mittal Noveen Sachdeva Sheshansh Agrawal Sumeet Agarwal Purushottam Kar Manik Varma 76 66 0 31 Jul 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer Yuanmeng Yan Rumei Li Sirui Wang Fuzheng Zhang Wei Wu Weiran Xu SSL 127 559 0 25 May 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 108 828 0 07 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 280 3,415 0 18 Apr 2021
Bio-JOIE: Joint Representation Learning of Biological Knowledge Bases Junheng Hao C. Ju Muhao Chen Yizhou Sun C. Zaniolo Wei Wang 79 19 0 07 Mar 2021
MATCH: Metadata-Aware Text Classification in A Large Hierarchy Yu Zhang Zhihong Shen Yuxiao Dong Kuansan Wang Jiawei Han 55 36 0 15 Feb 2021
CLEAR: Contrastive Learning for Sentence Representation Zhuofeng Wu Sinong Wang Jiatao Gu Madian Khabsa Fei Sun Hao Ma SSL 75 323 0 31 Dec 2020
Hierarchical Metadata-Aware Document Categorization under Weak Supervision Yu Zhang Xiusi Chen Yu Meng Jiawei Han 110 22 0 26 Oct 2020
X-Class: Text Classification with Extremely Weak Supervision Zihan Wang Dheeraj Mekala Jingbo Shang 75 80 0 24 Oct 2020
Minimally Supervised Categorization of Text with Metadata Yu Zhang Yu Meng Jiaxin Huang Frank F. Xu Xuan Wang Jiawei Han 87 26 0 01 May 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers Arman Cohan Sergey Feldman Iz Beltagy Doug Downey Daniel S. Weld AI4TS 98 558 0 15 Apr 2020
Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products Tharun Medini Qixuan Huang Yiqiu Wang Vijai Mohan Anshumali Shrivastava 57 70 0 28 Oct 2019
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories Yu Zhang Frank F. Xu Sha Li Yu Meng Xuan Wang Qi Li Jiawei Han 101 41 0 16 Oct 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach Wenpeng Yin Jamaal Hay Dan Roth 176 550 0 31 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,316 0 27 Aug 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 137 2,323 0 29 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 173 2,986 0 26 Mar 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 119 1,963 0 31 Jan 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 182 5,674 0 25 Jan 2019
A Web-scale system for scientific knowledge exploration Zhihong Shen Hao Ma Kuansan Wang 177 123 0 30 May 2018
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 265 9,250 0 16 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 404 33,573 0 16 Oct 2013