conftrace_

label dependency

26 papers

Explore in graph

Co-occurring keywords

multi-label classification (1009) conditional random field (494) sequence labeling (824) recurrent neural network (1790) convolutional neural network (4226) graphical model (864) label dependencies (7) prediction policy (2) graph neural network (3962) cross-entropy loss (151)

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
Hyper-Label-Graph: Modeling Branch-Level Dependencies of Labels for Hierarchical Multi-Label Text Classification ACML 2023
Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition ACL 2023
Knowledge Amalgamation for Multi-Label Classification via Label Dependency Transfer AAAI 2023
Diffusion Probabilistic Models for Structured Node Classification NIPS 2023
Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing AAAI 2021
Order-Free Learning Alleviating Exposure Bias in Multi-Label Classification AAAI 2020
Online Metric Learning for Multi-Label Classification AAAI 2020
Label-Attended Hashing for Multi-Label Image Retrieval IJCAI 2020
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
Incorporating Label Dependencies in Multilabel Stance Detection EMNLP 2019
Copula Multi-label Learning NIPS 2019
Multi-Label Image Recognition With Graph Convolutional Networks CVPR 2019
scikit-multilearn: A Python library for Multi-Label Classification JMLR 2019
Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification IJCNLP 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
Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF COLING 2016
Conditional Bernoulli Mixtures for Multi-label Classification ICML 2016
CNN-RNN: A Unified Framework for Multi-Label Image Classification CVPR 2016
Multi-Label Output Codes using Canonical Correlation Analysis AISTATS 2011