SGM: Sequence Generation Model for Multi-label Classification

13 June 2018

Houfeng Wang

Papers citing "SGM: Sequence Generation Model for Multi-label Classification"

50 / 106 papers shown

Title
Hierarchical Multi-Label Generation with Probabilistic Level-Constraint Linqing Chen Weilei Wang Wentao Wu Hanmeng Zhong 30 0 0 30 Apr 2025
As easy as PIE: understanding when pruning causes language models to disagree Pietro Tropeano Maria Maistro Tuukka Ruotsalo Christina Lioma 50 0 0 27 Mar 2025
LabelCoRank: Revolutionizing Long Tail Multi-Label Classification with Co-Occurrence Reranking Yan Yan Junyuan Liu Bo Zhang 34 0 0 11 Mar 2025
A Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification Younes Yousef Lukas Galke A. Scherp 42 0 0 23 Jan 2025
Indonesian-English Code-Switching Speech Synthesizer Utilizing Multilingual STEN-TTS and Bert LID Ahmad Alfani Handoyo Chung Tran Dessi Lestari S. Sakti 26 0 0 26 Dec 2024
Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes Tim Schopf Alexander Blatzheim Nektarios Machner Florian Matthes VLM 18 1 0 08 Oct 2024
Sequential Learning in the Dense Associative Memory Hayden McAlister Anthony Robins Lech Szymanski CLL 53 1 0 24 Sep 2024
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs Madhusudan Ghosh Shrimon Mukherjee Asmit Ganguly Partha Basuchowdhuri S. Naskar Debasis Ganguly 29 7 0 15 Sep 2024
Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective Guimin Hu Yi Xin Weimin Lyu Haojian Huang Chang Sun Z. Zhu Lin Gui Ruichu Cai Erik Cambria Hasti Seifi 30 5 0 11 Sep 2024
Modeling Text-Label Alignment for Hierarchical Text Classification Ashish Kumar Durga Toshniwal 3DV 13 1 0 01 Sep 2024
A Debiased Nearest Neighbors Framework for Multi-Label Text Classification Zifeng Cheng Zhiwei Jiang Yafeng Yin Zhaoling Chen Cong Wang Shiping Ge Qiguo Huang Qing Gu 21 0 0 06 Aug 2024
A Semi-supervised Multi-channel Graph Convolutional Network for Query Classification in E-commerce Chunyuan Yuan Ming Pang Zheng Fang Xue Jiang Changping Peng Zhangang Lin 20 2 0 04 Aug 2024
Hierarchical Multi-modal Transformer for Cross-modal Long Document Classification Tengfei Liu Yongli Hu Junbin Gao Yanfeng Sun Baocai Yin 26 0 0 14 Jul 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision Xintong Li Jinya Jiang Ria Dharmani Jayanth Srinivasa Gaowen Liu Jingbo Shang VLM 18 2 0 08 Jul 2024
Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification Alexandre Audibert Aurélien Gauffre Massih-Reza Amini 36 2 0 12 Apr 2024
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports Xinyu Zhao Hao Yan Yongming Liu 18 2 0 26 Mar 2024
KeNet:Knowledge-enhanced Doc-Label Attention Network for Multi-label text classification Bo Li Yuyan Chen Liang Zeng 19 0 0 04 Mar 2024
Deep Learning for Multi-Label Learning: A Comprehensive Survey A. Tarekegn M. Ullah F. A. Cheikh AI4TS 35 8 0 29 Jan 2024
HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification Vidit Jain Mukund Rungta Yuchen Zhuang Yue Yu Zeyu Wang Mu Gao Jeffrey Skolnick Chao Zhang 14 0 0 24 Jan 2024
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition Cheng Peng Ke Chen Lidan Shou Gang Chen 23 8 0 15 Dec 2023
Well-calibrated Confidence Measures for Multi-label Text Classification with a Large Number of Labels L. Maltoudoglou A. Paisios Ladislav Lenc J. Martínek Pavel Král Harris Papadopoulos 10 41 0 14 Dec 2023
Scalable Label Distribution Learning for Multi-Label Classification Xingyu Zhao Yuexuan An Lei Qi Xin Geng 13 1 0 28 Nov 2023
When Graph Convolution Meets Double Attention: Online Privacy Disclosure Detection with Multi-Label Text Classification Zhanbo Liang Jie Guo Weidong Qiu Zheng Huang Shujun Li 13 8 0 27 Nov 2023
MOKA: Moral Knowledge Augmentation for Moral Event Extraction Xinliang Frederick Zhang Winston Wu Nick Beauchamp Lu Wang 30 6 0 16 Nov 2023
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding Caoyun Fan Jidong Tian Yitian Li Wenqing Chen Hao He Yaohui Jin LRM 27 3 0 18 Oct 2023
Accurate Use of Label Dependency in Multi-Label Text Classification Through the Lens of Causality Caoyun Fan Wenqing Chen Jidong Tian Yitian Li Hao He Yaohui Jin 28 6 0 11 Oct 2023
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification Simon Chi Lok Yu Jie He Víctor Gutiérrez-Basulto Jeff Z. Pan 13 3 0 08 Oct 2023
Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation V. Buchner Lele Cao Jan-Christoph Kalo Vilhelm von Ehrenheim VLM 19 1 0 21 Sep 2023
Mao-Zedong At SemEval-2023 Task 4: Label Represention Multi-Head Attention Model With Contrastive Learning-Enhanced Nearest Neighbor Mechanism For Multi-Label Text Classification Che Zhang Pingán Liu Zhenyang Xiao Haojun Fei VLM 16 5 0 11 Jul 2023
A Unified Generative Approach to Product Attribute-Value Identification Keiji Shinzato Naoki Yoshinaga Yandi Xia Wei-Te Chen 17 9 0 09 Jun 2023
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification He Zhu Chong Zhang Junjie Huang Junran Wu Ke Xu 20 22 0 24 May 2023
F-PABEE: Flexible-patience-based Early Exiting for Single-label and Multi-label text Classification Tasks Xiangxiang Gao Wei-wei Zhu Jiasheng Gao Congrui Yin VLM 19 12 0 21 May 2023
Leaf Cultivar Identification via Prototype-enhanced Learning Yiyi Zhang Zhiwen Ying Yingying Zheng Cui-ping Wu Nan Li Jun Wang Xianzhong Feng Xiaogang Xu 13 0 0 05 May 2023
Learning in Imperfect Environment: Multi-Label Classification with Long-Tailed Distribution and Partial Labels Wenqiao Zhang Changshuo Liu Lingze Zeng Beng Chin Ooi Siliang Tang Yueting Zhuang 11 12 0 20 Apr 2023
Label Dependencies-aware Set Prediction Networks for Multi-label Text Classification Xinkai Du Quanjie Han Yalin Sun Chao Lv Sun Maosong 15 2 0 14 Apr 2023
Asymmetric Polynomial Loss For Multi-Label Classification Yusheng Huang Jiexing Qi Xinbing Wang Zhouhan Lin 23 7 0 10 Apr 2023
Cluster-Guided Label Generation in Extreme Multi-Label Classification Taehee Jung Joo-Kyung Kim Sungjin Lee Dongyeop Kang VLM 19 6 0 17 Feb 2023
An Effective Deployment of Contrastive Learning in Multi-label Text Classification Nankai Lin Guanqiu Qin G. Wang Aimin Yang Dong-ping Zhou 24 19 0 01 Dec 2022
Embedding Compression for Text Classification Using Dictionary Screening Jing Zhou Xinru Jing Mu Liu Hansheng Wang 13 0 0 23 Nov 2022
Implicit Training of Energy Model for Structure Prediction Shiv Shankar Vihari Piratla 11 0 0 21 Nov 2022
Pairwise Instance Relation Augmentation for Long-tailed Multi-label Text Classification Lin Xiao Pengyu Xu L. Jing Xiang-Fei Zhang 13 1 0 19 Nov 2022
Planning Irregular Object Packing via Hierarchical Reinforcement Learning Sichao Huang Ziwei Wang Jie Zhou Jiwen Lu 18 18 0 17 Nov 2022
Hierarchical Multi-Label Classification of Scientific Documents Mobashir Sadat Cornelia Caragea 8 18 0 05 Nov 2022
Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation Xinliang Frederick Zhang Nick Beauchamp Lu Wang 14 9 0 02 Nov 2022
OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification Jie Cao Yin Zhang VLM 28 3 0 26 Oct 2022
Improving Imbalanced Text Classification with Dynamic Curriculum Learning Xulong Zhang Jianzong Wang Ning Cheng Jing Xiao 20 4 0 25 Oct 2022
Automatic tagging of knowledge points for K12 math problems Xiaolu Wang Ziqi Ding Liang-Ching Chen AIMat 40 2 0 21 Aug 2022
Conditional set generation using Seq2seq models Aman Madaan Dheeraj Rajagopal Niket Tandon Yiming Yang Antoine Bosselut 19 10 0 25 May 2022
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES Felix Stahlberg Shankar Kumar UQLM 9 12 0 02 May 2022
None Class Ranking Loss for Document-Level Relation Extraction Yang Zhou W. Lee 15 16 0 01 May 2022