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Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text
  Classification
v1v2 (latest)

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

The Web Conference (WWW), 2022
11 February 2022
Yu Zhang
Zhihong Shen
Chieh-Han Wu
Boya Xie
Junheng Hao
Yexin Wang
Kuansan Wang
Jiawei Han
    VLM
ArXiv (abs)PDFHTML

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

7 / 7 papers shown
Title
Towards Domain Specification of Embedding Models in Medicine
Towards Domain Specification of Embedding Models in Medicine
Mohammad Khodadad
Ali Shiraee
Mahdi Astaraki
H. Mahyar
152
1
0
25 Jul 2025
Pre-training Multi-task Contrastive Learning Models for Scientific
  Literature Understanding
Pre-training Multi-task Contrastive Learning Models for Scientific Literature UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yu Zhang
Hao Cheng
Zhihong Shen
Xiaodong Liu
Yejiang Wang
Jianfeng Gao
218
18
0
23 May 2023
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field
  Cross-Model Study
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model StudyThe Web Conference (WWW), 2023
Yu Zhang
Sara Szymkuć
Qi Zhu
Yu Meng
Jiawei Han
156
24
0
07 Feb 2023
SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme
  Classification
SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme ClassificationInternational Conference on Machine Learning (ICML), 2023
Pranjal Aggarwal
Ameet Deshpande
Karthik Narasimhan
AILawVLM
286
8
0
26 Jan 2023
CascadeXML: Rethinking Transformers for End-to-end Multi-resolution
  Training in Extreme Multi-label Classification
CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label ClassificationNeural Information Processing Systems (NeurIPS), 2022
Siddhant Kharbanda
Atmadeep Banerjee
Erik Schultheis
Rohit Babbar
220
19
0
29 Oct 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using
  Self-Supervision
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zifeng Wang
Jimeng Sun
149
29
0
29 Jun 2022
GUDN: A novel guide network with label reinforcement strategy for
  extreme multi-label text classification
GUDN: A novel guide network with label reinforcement strategy for extreme multi-label text classificationJournal of King Saud University: Computer and Information Sciences (JSUCIS), 2022
Qing Wang
Jia Zhu
Hongji Shu
K. Asamoah
J. Shi
Cong Zhou
233
15
0
10 Jan 2022
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