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Text Classification

6,754 papers

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Papers

Artificial Text Detection via Examining the Topology of Attention Maps EMNLP 2021
Building Adaptive Acceptability Classifiers for Neural NLG EMNLP 2021
SELFEXPLAIN: A Self-Explaining Architecture for Neural Text Classifiers EMNLP 2021
CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification EMNLP 2021
Learning Universal Authorship Representations EMNLP 2021
Detecting Speaker Personas from Conversational Texts EMNLP 2021
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation EMNLP 2021
Evaluating the Robustness of Neural Language Models to Input Perturbations EMNLP 2021
On the Transferability of Adversarial Attacks against Neural Text Classifier EMNLP 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification EMNLP 2021
Competency Problems: On Finding and Removing Artifacts in Language Data EMNLP 2021
Knowledge-Aware Meta-learning for Low-Resource Text Classification EMNLP 2021
Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations EMNLP 2021
FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks EMNLP 2021
Low-resource Taxonomy Enrichment with Pretrained Language Models EMNLP 2021
TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification EMNLP 2021
Weakly-supervised Text Classification Based on Keyword Graph EMNLP 2021
Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup EMNLP 2021
Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification EMNLP 2021
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection EMNLP 2021
Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification EMNLP 2021
STANKER: Stacking Network based on Level-grained Attention-masked BERT for Rumor Detection on Social Media EMNLP 2021
Self-Supervised Curriculum Learning for Spelling Error Correction EMNLP 2021
Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification EMNLP 2021
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021