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Text Classification

6754 directly classified papers

Papers per year

Papers

Label Embedding using Hierarchical Structure of Labels for Twitter Classification EMNLP 2019
Automatic Argument Quality Assessment - New Datasets and Methods EMNLP 2019
Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification EMNLP 2019
Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network EMNLP 2019
Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity EMNLP 2019
Modeling Frames in Argumentation EMNLP 2019
A Benchmark Dataset for Learning to Intervene in Online Hate Speech EMNLP 2019
The Role of Pragmatic and Discourse Context in Determining Argument Impact EMNLP 2019
Contrastive Language Adaptation for Cross-Lingual Stance Detection EMNLP 2019
Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification EMNLP 2019
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning EMNLP 2019
Sequential Learning of Convolutional Features for Effective Text Classification EMNLP 2019
PRADO: Projection Attention Networks for Document Classification On-Device EMNLP 2019
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification EMNLP 2019
Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis EMNLP 2019
Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification EMNLP 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach EMNLP 2019
Induction Networks for Few-Shot Text Classification EMNLP 2019
Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification EMNLP 2019
Cross-Cultural Transfer Learning for Text Classification EMNLP 2019
Out-of-Domain Detection for Low-Resource Text Classification Tasks EMNLP 2019
Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings EMNLP 2019
Text Level Graph Neural Network for Text Classification EMNLP 2019
Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text Exchange EMNLP 2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER EMNLP 2019