conftrace_

virtual adversarial training

26 papers

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Also known as

VAT

Co-occurring keywords

semi-supervised learning (2341) conditional random field (494) adversarial training (1262) named entity recognition (2813) text classification (6793) domain adaptation (4595) distant supervision (315) transformer-based model (152) data augmentation (3052) sequence labeling (824)

Papers

Fake News Detection Strategies under Dataset Bias: Using Large-scale Coarse-grained Labels EACL 2026
Extracting Military Event Temporal Relations via Relative Event Time Prediction and Virtual Adversarial Training NAACL 2025
Patch-level Neighborhood Interpolation: A General and Effective Graph-based Regularization Strategy ACML 2023
Co-Regularized Adversarial Learning for Multi-Domain Text Classification AISTATS 2022
Spa: On the Sparsity of Virtual Adversarial Training for Dependency Parsing AACL 2022
Particle-based Adversarial Local Distribution Regularization AISTATS 2022
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection IJCNLP 2021
Token-Aware Virtual Adversarial Training in Natural Language Understanding AAAI 2021
Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training AAAI 2021
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection SEMEVAL 2021
Industry Scale Semi-Supervised Learning for Natural Language Understanding NAACL 2021
Posterior Differential Regularization with f-divergence for Improving Model Robustness NAACL 2021
S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation ICCV 2021
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection ACL 2021
Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training EMNLP 2021
Cosine-Distance Virtual Adversarial Training for Semi-Supervised Speaker-Discriminative Acoustic Embeddings INTERSPEECH 2020
Adversarial Transformations for Semi-Supervised Learning AAAI 2020
SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling ACL 2020
Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling EMNLP 2020
Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training IJCAI 2020
Negative Sampling in Semi-Supervised learning ICML 2020
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function AAAI 2019
Tangent-Normal Adversarial Regularization for Semi-Supervised Learning CVPR 2019
RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets ACML 2018
Virtual Adversarial Training and Data Augmentation for Acoustic Event Detection with Gated Recurrent Neural Networks INTERSPEECH 2017