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Large-scale Multi-label Text Classification - Revisiting Neural Networks

19 December 2013

Papers citing "Large-scale Multi-label Text Classification - Revisiting Neural Networks"

49 / 49 papers shown

Title
How to disagree well: Investigating the dispute tactics used on Wikipedia Christine de Kock Tom Stafford Andreas Vlachos 82 9 0 16 Dec 2022
An Effective Approach for Multi-label Classification with Missing Labels Xin Zhang R. Abdelfattah Yuqi Song Xiang Wang 45 4 0 24 Oct 2022
Automated Clinical Coding: What, Why, and Where We Are? Hang Dong Matús Falis W. Whiteley Beatrice Alex Joshua Matterson Shaoxiong Ji Jiaoyan Chen Honghan Wu 92 70 0 21 Mar 2022
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling Xindi Wang Robert E. Mercer Frank Rudzicz 58 12 0 14 Mar 2022
MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation Kun Yuan Gerald Schaefer Yu-kun Lai Yifan Wang Xiyao Liu Lin Guan Hui Fang 45 1 0 18 Jan 2022
Tree-Based Dynamic Classifier Chains E. Mencía Moritz Kulessa Simon Bohlender Johannes Furnkranz 58 5 0 13 Dec 2021
MS-TCT: Multi-Scale Temporal ConvTransformer for Action Detection Rui Dai Srijan Das Kumara Kahatapitiya Michael S. Ryoo Francois Bremond ViT 103 73 0 07 Dec 2021
Can multi-label classification networks know what they don't know? Haoran Wang Weitang Liu Alex E. Bocchieri Yixuan Li OODD 161 127 0 29 Sep 2021
Unsupervised Domain Adaptation in Speech Recognition using Phonetic Features Rupam Ojha C. Sekhar 19 0 0 04 Aug 2021
Multi-Label Learning from Single Positive Labels Elijah Cole Oisin Mac Aodha Titouan Lorieul Pietro Perona Dan Morris Nebojsa Jojic 93 114 0 17 Jun 2021
Evaluating Multi-label Classifiers with Noisy Labels Wenting Zhao Carla P. Gomes NoLa 123 14 0 16 Feb 2021
EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles Shuai Yu Xiaowen Gong Qian Shi Xiaofei Wang Xu Chen 58 133 0 15 Jan 2021
FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets Abu Quwsar Ohi M. F. Mridha Md. Abdul Hamid M. Monowar Faris A. Kateb 50 15 0 14 Jan 2021
The Emerging Trends of Multi-Label Learning Weiwei Liu Haobo Wang Xiaobo Shen Ivor W. Tsang 102 270 0 23 Nov 2020
Toyota Smarthome Untrimmed: Real-World Untrimmed Videos for Activity Detection Rui Dai Srijan Das Saurav Sharma Luca Minciullo Lorenzo Garattoni Francois Bremond Gianpiero Francesca 69 53 0 28 Oct 2020
Automatic Crack Detection on Road Pavements Using Encoder Decoder Architecture Zhun Fan Chong Li Ying Chen Jiahong Wei G. Loprencipe Xiaopeng Chen P. D. Mascio 31 121 0 01 Jul 2020
Uncertainty in Neural Relational Inference Trajectory Reconstruction Vasileios Karavias Ben Day Pietro Lio 16 0 0 24 Jun 2020
Extreme Gradient Boosted Multi-label Trees for Dynamic Classifier Chains Simon Bohlender Simon E. Mencía Eneldo Moritz Kulessa Moritz AI4CE 30 4 0 15 Jun 2020
AdapterFusion: Non-Destructive Task Composition for Transfer Learning Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Kyunghyun Cho Iryna Gurevych CLL MoMe 188 860 0 01 May 2020
Multi-label Stream Classification with Self-Organizing Maps R. Cerri Joel D. Costa Júnior Elaine Ribeiro de Faria Paiva João Gama 27 2 0 20 Apr 2020
Disassembling Object Representations without Labels Zunlei Feng Xinchao Wang Yongming He Yike Yuan Xin Gao Xiuming Zhang OCL 125 0 0 03 Apr 2020
Multi-Label Text Classification using Attention-based Graph Neural Network Ankit Pal M. Selvakumar Malaikannan Sankarasubbu 100 80 0 22 Mar 2020
Ensemble of Deep Convolutional Neural Networks for Automatic Pavement Crack Detection and Measurement Zhun Fan Chong Li Ying Chen P. D. Mascio Xiaopeng Chen Guijie Zhu G. Loprencipe 45 123 0 08 Feb 2020
Classifier Chains: A Review and Perspectives Jesse Read Bernhard Pfahringer G. Holmes E. Frank 90 94 0 26 Dec 2019
Multi-label Classification for Automatic Tag Prediction in the Context of Programming Challenges Bianca Iancu Gabriele Mazzola Kyriakos Psarakis Panagiotis Soilis 14 5 0 27 Nov 2019
Multi-Label Learning with Deep Forest Liang Yang Xi-Zhu Wu Yuan Jiang Zhi Zhou 69 52 0 15 Nov 2019
Constructing Artificial Data for Fine-tuning for Low-Resource Biomedical Text Tagging with Applications in PICO Annotation Gaurav Singh Zahra Sabet John Shawe-Taylor James Thomas 35 7 0 21 Oct 2019
Learning Visual Actions Using Multiple Verb-Only Labels Michael Wray Dima Damen 78 7 0 25 Jul 2019
Multi-label Classification with Optimal Thresholding for Multi-composition Spectroscopic Analysis Luyun Gan Brosnan Yuen Tao Lu 19 10 0 24 Jun 2019
Neural Message Passing for Multi-Label Classification Jack Lanchantin Arshdeep Sekhon Yanjun Qi 64 38 0 17 Apr 2019
Elucidating image-to-set prediction: An analysis of models, losses and datasets Luis Villaseñor-Pineda Amaia Salvador M. Drozdzal Adriana Romero 108 12 0 11 Apr 2019
Location reference identification from tweets during emergencies: A deep learning approach Abhinav Kumar J. Singh 72 127 0 24 Jan 2019
ML-Net: multi-label classification of biomedical texts with deep neural networks Jingcheng Du Qingyu Chen Yifan Peng Yang Xiang Cui Tao Zhiyong Lu 124 139 0 13 Nov 2018
A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification Pengcheng Yang Shuming Ma Yanzhe Zhang Junyang Lin Qi Su Xu Sun VLM 69 7 0 10 Sep 2018
Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification Junyang Lin Qi Su Pengcheng Yang Shuming Ma Xu Sun VLM 68 60 0 26 Aug 2018
Sememe Prediction: Learning Semantic Knowledge from Unstructured Textual Wiki Descriptions Wei Li Xuancheng Ren Damai Dai Yunfang Wu Houfeng Wang Xu Sun 3DV 55 20 0 16 Aug 2018
SGM: Sequence Generation Model for Multi-label Classification Pengcheng Yang Xu Sun Wei Li Shuming Ma Wei Wu Houfeng Wang 84 386 0 13 Jun 2018
Towards an Unequivocal Representation of Actions Michael Wray Davide Moltisanti Dima Damen 51 4 0 10 May 2018
Incorporating Word Embeddings into Open Directory Project based Large-scale Classification Kang-Min Kim Dinara Aliyeva Byung-Ju Choi SangKeun Lee VLM 25 5 0 03 Apr 2018
Joint Binary Neural Network for Multi-label Learning with Applications to Emotion Classification Huihui He Rui Xia MQ 82 56 0 03 Feb 2018
Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs Pulkit Kumar Monika Grewal Muktabh Mayank Srivastava 57 113 0 23 Nov 2017
Multi-Label Zero-Shot Learning with Structured Knowledge Graphs Chung-Wei Lee Wei Fang Chih-Kuan Yeh Y. Wang VLM 146 281 0 17 Nov 2017
Learning to Predict Charges for Criminal Cases with Legal Basis Bingfeng Luo Yansong Feng Jianbo Xu Xiang Zhang Dongyan Zhao AILaw 59 267 0 28 Jul 2017
Exploiting random projections and sparsity with random forests and gradient boosting methods -- Application to multi-label and multi-output learning, random forest model compression and leveraging input sparsity Arnaud Joly 52 10 0 26 Apr 2017
Streaming Word Embeddings with the Space-Saving Algorithm Chandler May Kevin Duh Benjamin Van Durme Ashwin Lall 33 12 0 24 Apr 2017
Improving Pairwise Ranking for Multi-label Image Classification Y. Li Yale Song Jiebo Luo 106 204 0 11 Apr 2017
Topic Identification for Speech without ASR Chunxi Liu J. Trmal Sanjeev Khudanpur Craig Harman Sanjeev Khudanpur BDL 68 20 0 22 Mar 2017
Multi-label Classification using Labels as Hidden Nodes Jesse Read Jaakko Hollmén 63 12 0 31 Mar 2015
Fast Multi-Instance Multi-Label Learning Sheng-Jun Huang Zhi Zhou VLM 79 126 0 08 Oct 2013