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Papers
NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification
AAAI 2025
Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings
EACL 2024
Automatic Alignment of Discourse Relations of Different Discourse Annotation Frameworks
COLING 2024
LI4: Label-Infused Iterative Information Interacting Based Fact Verification in Question-answering Dialogue
COLING 2024
NAYER: Noisy Layer Data Generation for Efficient and Effective Data-free Knowledge Distillation
CVPR 2024
Foundation Model is Efficient Multimodal Multitask Model Selector
NeurIPS 2023
Label-Aware Hyperbolic Embeddings for Fine-grained Emotion Classification
ACL 2023
Multi-Label Knowledge Distillation
ICCV 2023
Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations
ACL 2023
Ultra-Fine Entity Typing with Prior Knowledge about Labels: A Simple Clustering Based Strategy
EMNLP 2023
Label Anchored Contrastive Learning for Language Understanding
NAACL 2022
Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification
EMNLP 2022
Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification
ACL 2021
Cross-Domain Label-Adaptive Stance Detection
EMNLP 2021
Deep Semantic Dictionary Learning for Multi-label Image Classification
AAAI 2021
Few-shot Learning for Multi-label Intent Detection
AAAI 2021
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification
EACL 2021
Label Embedding for Chinese Grapheme-to-Phoneme Conversion
Interspeech 2021
SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels
ICML 2021
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification
AAAI 2020
Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition
ACL 2020
Hierarchy-Aware Global Model for Hierarchical Text Classification
ACL 2020
Hyperbolic Manifold Regression
AISTATS 2020
Incorporating Label Embedding and Feature Augmentation for Multi-Dimensional Classification
AAAI 2020
Modeling Label Semantics for Predicting Emotional Reactions
ACL 2020