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

Meta-Learning for Few-Shot Named Entity Recognition IJCNLP 2021
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling EMNLP 2021
Multi-Label Few-Shot Learning for Aspect Category Detection IJCNLP 2021
On the cross-lingual transferability of multilingual prototypical models across NLU tasks IJCNLP 2021
Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories IJCNLP 2021
PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning IJCNLP 2021
Domain-Adaptive Few-Shot Learning WACV 2021
ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection EMNLP 2021
Improved Meta-Learning Training for Speaker Verification INTERSPEECH 2021
Towards robust episodic meta-learning UAI 2021
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition IJCNLP 2021
A Prototypical Network Approach for Evaluating Generated Emotional Speech INTERSPEECH 2021
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition ACL 2021
Distinct Label Representations for Few-Shot Text Classification ACL 2021
Meta-Learning for Few-Shot Named Entity Recognition ACL 2021
Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification ACL 2021
Learning to Classify Intents and Slot Labels Given a Handful of Examples ACL 2020
Joint Partial Optimal Transport for Open Set Domain Adaptation IJCAI 2020
Relational Prototypical Network for Weakly Supervised Temporal Action Localization AAAI 2020
Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network COLING 2020
TapNet: Multivariate Time Series Classification with Attentional Prototypical Network AAAI 2020
SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition AAAI 2020
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs INTERSPEECH 2020
Variational Metric Scaling for Metric-Based Meta-Learning AAAI 2020
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption INTERSPEECH 2020