conftrace_

label representation

15 papers

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Co-occurring keywords

text classification (6793) representation learning (6206) multi-label classification (1009) multi-head attention (172) multi-label text classification (27) nearest neighbor mechanism (2) few-shot text classification (22) nearest neighbor (218) contrastive learning (4032) sublinear complexity (4)

Papers

Scalable and Cost Effective High-Cardinality Classification with LLMs via Multi-View Label Representations and Retrieval Augmentation EMNLP 2025
Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models AAAI 2024
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks AAAI 2024
Mao-Zedong at SemEval-2023 Task 4: Label Represention Multi-Head Attention Model with Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification SEMEVAL 2023
Imbalanced Label Distribution Learning AAAI 2023
Exploiting Knowledge about Discourse Relations for Implicit Discourse Relation Classification ACL 2023
Mao-Zedong at SemEval-2023 Task 4: Label Represention Multi-Head Attention Model with Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification ACL 2023
Distinct Label Representations for Few-Shot Text Classification IJCNLP 2021
Learning Interclass Relations for Intravenous Contrast Phase Classification in CT MIDL 2021
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization NAACL 2021
Enhancing Label Representations with Relational Inductive Bias Constraint for Fine-Grained Entity Typing IJCAI 2021
Distinct Label Representations for Few-Shot Text Classification ACL 2021
Label Representations in Modeling Classification as Text Generation AACL 2020
Learning Graph Representations with Embedding Propagation NIPS 2017
Robust Bloom Filters for Large MultiLabel Classification Tasks NIPS 2013