Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification

9 September 2019

Papers citing "Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification"

22 / 22 papers shown

Title
Hierarchical Text Classification Using Contrastive Learning Informed Path Guided Hierarchy Neeraj Agrawal Saurabh Kumar Priyanka Bhatt Tanishka Agarwal VLM 60 0 0 04 Jun 2025
LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Fanshuang Kong Richong Zhang Ziqiao Wang 202 0 0 22 Dec 2024
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction Zhongfen Deng Wei-Te Chen Lei Chen Philip S. Yu 53 8 0 11 Oct 2023
Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering Juan Zha Zheng Li Ying Wei Yu Zhang 88 5 0 16 Nov 2022
All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP) A. Vaswani Gaurav Aggarwal Praneeth Netrapalli N. Hegde 65 4 0 17 Jun 2022
Exploiting Global and Local Hierarchies for Hierarchical Text Classification Ting Jiang Deqing Wang Leilei Sun Zhongzhi Chen Fuzhen Zhuang Qinghong Yang 77 28 0 05 May 2022
Meta Learning for Natural Language Processing: A Survey Hung-yi Lee Shang-Wen Li Ngoc Thang Vu 95 45 0 03 May 2022
None Class Ranking Loss for Document-Level Relation Extraction Yang Zhou W. Lee 64 17 0 01 May 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification Zihan Wang Peiyi Wang Tianyu Liu Binghuai Lin Yunbo Cao Zhifang Sui Houfeng Wang VLM 71 49 0 28 Apr 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification Zihan Wang Peiyi Wang Lianzhe Huang Xin Sun Houfeng Wang AILaw VLM 74 106 0 08 Mar 2022
A Label Dependence-aware Sequence Generation Model for Multi-level Implicit Discourse Relation Recognition Changxing Wu Liuwen Cao Yubin Ge Yang Liu Min Zhang Jinsong Su 57 32 0 22 Dec 2021
Hierarchical Text Classification As Sub-Hierarchy Sequence Generation Sanghun Im Gibaeg Kim Heung-Seon Oh Seong-Mok Jo Donghwan Kim BDL 130 4 0 22 Nov 2021
Hierarchy-Aware T5 with Path-Adaptive Mask Mechanism for Hierarchical Text Classification Wei Huang Chen Liu Yihua Zhao Xinyun Yang Zhaoming Pan Zhimin Zhang Guiquan Liu 39 2 0 17 Sep 2021
Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution Yi Huang Buse Giledereli Abdullatif Köksal Arzucan Özgür Elif Özkirimli VLM 94 81 0 10 Sep 2021
ProtoTransformer: A Meta-Learning Approach to Providing Student Feedback Mike Wu Noah D. Goodman Chris Piech Chelsea Finn 82 19 0 23 Jul 2021
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization Zhongfen Deng Hao Peng Dongxiao He Jianxin Li Philip S. Yu 63 56 0 12 Apr 2021
MATCH: Metadata-Aware Text Classification in A Large Hierarchy Yu Zhang Zhihong Shen Yuxiao Dong Kuansan Wang Jiawei Han 70 36 0 15 Feb 2021
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation Shuai Lin Pan Zhou Xiaodan Liang Jianheng Tang Ruihui Zhao Ziliang Chen Liang Lin MedIm 81 55 0 22 Dec 2020
Hierarchical Metadata-Aware Document Categorization under Weak Supervision Yu Zhang Xiusi Chen Yu Meng Jiawei Han 114 22 0 26 Oct 2020
Few-shot Learning for Multi-label Intent Detection Yutai Hou Y. Lai Yushan Wu Wanxiang Che Ting Liu VLM 62 50 0 11 Oct 2020
Dynamic Memory Induction Networks for Few-Shot Text Classification Ruiying Geng Binhua Li Yongbin Li Jian Sun Xiao-Dan Zhu 56 79 0 12 May 2020
Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation Nithin Holla Pushkar Mishra H. Yannakoudakis Ekaterina Shutova 88 28 0 29 Apr 2020