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multi-label classification

1004 papers

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Also known as

XMTC MLIC MLR MLEE MTC MLTC XMC MLC

Co-occurring keywords

text classification (6776) emotion detection (313) transformer model (1988) large language model (12755) transfer learning (5442) attention mechanism (3975) label correlation (77) ensemble learning (1271) zero-shot learning (3637) contrastive learning (3979)

Papers

Convex Calibrated Surrogates for the Multi-Label F-Measure ICML 2020
LdSM: Logarithm-depth Streaming Multi-label Decision Trees AISTATS 2020
Online Metric Learning for Multi-Label Classification AAAI 2020
Extreme Multi-label Classification from Aggregated Labels ICML 2020
MEISD: A Multimodal Multi-Label Emotion, Intensity and Sentiment Dialogue Dataset for Emotion Recognition and Sentiment Analysis in Conversations COLING 2020
Multi-label classification of promotions in digital leaflets using textual and visual information COLING 2020
Semi-supervised Multi-task Learning for Multi-label Fine-grained Sexism Classification COLING 2020
Query-Driven Multi-Instance Learning AAAI 2020
Multi-label classification: do Hamming loss and subset accuracy really conflict with each other? NIPS 2020
Multi-label Contrastive Predictive Coding NIPS 2020
Hashtags, Emotions, and Comments: A Large-Scale Dataset to Understand Fine-Grained Social Emotions to Online Topics EMNLP 2020
Description Based Text Classification with Reinforcement Learning ICML 2020
Deep Streaming Label Learning ICML 2020
Two-stage Behavior Cloning for Spoken Dialogue System in Debt Collection IJCAI 2020
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification EMNLP 2020
Comparison of Machine Learning Methods for Multi-label Classification of Nursing Education and Licensure Exam Questions EMNLP 2020
Multi-Label Classification with Label Graph Superimposing AAAI 2020
UNTLing at SemEval-2020 Task 11: Detection of Propaganda Techniques in English News Articles COLING 2020
Human-Driven FOL Explanations of Deep Learning IJCAI 2020
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model IJCAI 2020
Orderless Recurrent Models for Multi-Label Classification CVPR 2020
Exploiting weakly supervised visual patterns to learn from partial annotations NIPS 2020
Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding EMNLP 2019
Large-Scale Multi-Label Text Classification on EU Legislation ACL 2019
Hierarchical Transfer Learning for Multi-label Text Classification ACL 2019