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Papers
The Semantic Architect: How FEAML Bridges Structured Data and LLMs for Multi-Label Tasks
AAAI 2026
Leveraging Text-to-Text Transformers as Classifier Chain for Few-Shot Multi-Label Classification
EMNLP 2025
Learning Label Dependencies for Visual Information Extraction
IJCAI 2024
Diffusion Probabilistic Models for Structured Node Classification
NeurIPS 2023
Hyper-Label-Graph: Modeling Branch-Level Dependencies of Labels for Hierarchical Multi-Label Text Classification
ACML 2023
Knowledge Amalgamation for Multi-Label Classification via Label Dependency Transfer
AAAI 2023
Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition
ACL 2023
Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing
AAAI 2021
Label-Attended Hashing for Multi-Label Image Retrieval
IJCAI 2020
Online Metric Learning for Multi-Label Classification
AAAI 2020
Order-Free Learning Alleviating Exposure Bias in Multi-Label Classification
AAAI 2020
Copula Multi-label Learning
NeurIPS 2019
Incorporating Label Dependencies in Multilabel Stance Detection
EMNLP 2019
Learning Context-dependent Label Permutations for Multi-label Classification
ICML 2019
Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification
EMNLP 2019
Multi-Label Image Recognition With Graph Convolutional Networks
CVPR 2019
scikit-multilearn: A Python library for Multi-Label Classification
JMLR 2019
Connecting Distant Entities with Induction through Conditional Random Fields for Named Entity Recognition: Precursor-Induced CRF
ACL 2018
An Easy-to-hard Learning Paradigm for Multiple Classes and Multiple Labels
JMLR 2017
Label-Dependency Coding in Simple Recurrent Networks for Spoken Language Understanding
Interspeech 2017
CNN-RNN: A Unified Framework for Multi-Label Image Classification
CVPR 2016
Conditional Bernoulli Mixtures for Multi-label Classification
ICML 2016
Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF
COLING 2016
Multi-Label Output Codes using Canonical Correlation Analysis
AISTATS 2011
Conditional Random Fields with High-Order Features for Sequence Labeling
NeurIPS 2009