conftrace_

prototypical network

112 papers

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Also known as

PROTONET PN

Co-occurring keywords

few-shot learning (3398) metric learning (1190) named entity recognition (2813) text classification (6793) contrastive learning (4032) representation learning (6206) attention mechanism (4001) relation classification (180) intent classification (372) intent detection (190)

Papers

Bridging the Faithfulness Gap in Prototypical Models NAACL 2025
Elemental Composite Prototypical Network: Few-Shot Object Detection on Outdoor 3D Point Cloud Scenes WACV 2025
Enhancing the Prototype Network with Local-to-Global Optimization for Few-Shot Relation Extraction NAACL 2025
Can You Really Trust That Review? ProtoFewRoBERTa and DetectAIRev: A Prototypical Few-Shot Method and Multi-Domain Benchmark for Detecting AI-Generated Reviews IJCNLP 2025
Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation CVPR 2025
Can You Really Trust That Review? ProtoFewRoBERTa and DetectAIRev: A Prototypical Few-Shot Method and Multi-Domain Benchmark for Detecting AI-Generated Reviews AACL 2025
Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks AAAI 2025
Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection ACL 2025
GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification COLING 2025
Domain-aware and Co-adaptive Feature Transformation for Domain Adaption Few-shot Relation Extraction COLING 2024
Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation COLING 2024
“Define Your Terms” : Enhancing Efficient Offensive Speech Classification with Definition EACL 2024
A Novel Three-stage Framework for Few-shot Named Entity Recognition COLING 2024
A Streamlined Span-based Factorization Method for Few Shot Named Entity Recognition COLING 2024
DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition INTERSPEECH 2024
Improving Noise Robustness in Self-supervised Pre-trained Model for Speaker Verification INTERSPEECH 2024
Prototypical Reward Network for Data-Efficient RLHF ACL 2024
Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin WACV 2024
KCL: Few-shot Named Entity Recognition with Knowledge Graph and Contrastive Learning COLING 2024
Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation WACV 2024
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning AISTATS 2024
An Effective Local Prototypical Mapping Network for Speech Emotion Recognition INTERSPEECH 2024
Few-Shot Event Argument Extraction Based on a Meta-Learning Approach NAACL 2024
Learning Contextualized Box Embeddings with Prototypical Networks ACL 2024
Prototypical Model with Information-Theoretic Loss Functions for Generalized Zero-Shot Learning ACML 2023