conftrace_

hierarchical multi-label classification

18 papers

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Also known as

HMLC

Co-occurring keywords

hierarchical classification (240) neural network (6616) multi-label classification (1009) text classification (6793) large language model (13587) label hierarchy (36) persuasion detection (134) multimodal learning (4645) protein function prediction (15) small language model (204)

Papers

Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? COLING 2025
Irapuarani at SemEval-2025 Task 10: Evaluating Strategies Combining Small and Large Language Models for Multilingual Narrative Detection SEMEVAL 2025
Irapuarani at SemEval-2025 Task 10: Evaluating Strategies Combining Small and Large Language Models for Multilingual Narrative Detection ACL 2025
Jump To Hyperspace: Comparing Euclidean and Hyperbolic Loss Functions for Hierarchical Multi-Label Text Classification COLING 2025
BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes SEMEVAL 2024
Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification AAAI 2024
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes SEMEVAL 2024
NLPNCHU at SemEval-2024 Task 4: A Comparison of MDHC Strategy and In-domain Pre-training for Multilingual Detection of Persuasion Techniques in Memes SEMEVAL 2024
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification EMNLP 2023
Hyper-Label-Graph: Modeling Branch-Level Dependencies of Labels for Hierarchical Multi-Label Text Classification ACML 2023
Hierarchical Multi-Label Classification of Scientific Documents EMNLP 2022
Hyperbolic Interaction Model for Hierarchical Multi-Label Classification AAAI 2020
F-HMTC: Detecting Financial Events for Investment Decisions Based on Neural Hierarchical Multi-Label Text Classification IJCAI 2020
Coherent Hierarchical Multi-Label Classification Networks NIPS 2020
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit ACL 2019
Hierarchical Multi-Label Classification Networks ICML 2018
Cost-Effective Active Learning for Hierarchical Multi-Label Classification IJCAI 2018