Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher Oct 6, 2020 General Classification Representation Learning
Code Code Available Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder Oct 6, 2020 Classification General Classification
Code Code Available Are Words Commensurate with Actions? Quantifying Commitment to a Cause from Online Public Messaging Oct 6, 2020 text-classification Text Classification
— Unverified Self-training Improves Pre-training for Natural Language Understanding Oct 5, 2020 Data Augmentation Few-Shot Learning
Code Code Available On the Effects of Knowledge-Augmented Data in Word Embeddings Oct 5, 2020 Data Augmentation text-classification
— Unverified Lifelong Language Knowledge Distillation Oct 5, 2020 Knowledge Distillation Language Modelling
Code Code Available An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels Oct 4, 2020 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
Code Code Available TextDecepter: Hard Label Black Box Attack on Text Classification Oct 2, 2020 Classification Decision Making
— Unverified Data-Efficient Pretraining via Contrastive Self-Supervision Oct 2, 2020 Fairness Few-Shot Learning
— Unverified Low-Resource Text Classification via Cross-lingual Language Model Fine-tuning Oct 1, 2020 Classification Language Modeling
— Unverified Recognition Method of Important Words in Korean Text based on Reinforcement Learning Oct 1, 2020 Classification reinforcement-learning
— Unverified 融入多尺度特征注意力的胶囊神经网络及其在文本分类中的应用(Incorporating Multi-scale Feature Attention into Capsule Network and its Application in Text Classification) Oct 1, 2020 text-classification Text Classification
— Unverified Imbalanced Chinese Multi-label Text Classification Based on Alternating Attention Oct 1, 2020 Classification Multi Label Text Classification
— Unverified Assessing Robustness of Text Classification through Maximal Safe Radius Computation Oct 1, 2020 Classification General Classification
Code Code Available Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers Oct 1, 2020 Classification General Classification
Code Code Available Evaluating Multilingual BERT for Estonian Oct 1, 2020 Morphological Tagging NER
— Unverified Neural RST-based Evaluation of Discourse Coherence Sep 30, 2020 Coherence Evaluation Discourse Parsing
Code Code Available Neural Topic Modeling with Cycle-Consistent Adversarial Training Sep 29, 2020 text-classification Text Classification
— Unverified NatCat: Weakly Supervised Text Classification with Naturally Annotated Resources Sep 29, 2020 Classification General Classification
Code Code Available VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation Sep 28, 2020 Decoder Language Modeling
— Unverified Self-supervised Contrastive Zero to Few-shot Learning from Small, Long-tailed Text data Sep 28, 2020 Few-Shot Learning Multi Label Text Classification
— Unverified A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese Sep 28, 2020 text-classification Text Classification
— Unverified iNLTK: Natural Language Toolkit for Indic Languages Sep 26, 2020 Data Augmentation Paraphrase Generation
Code Code Available A Diagnostic Study of Explainability Techniques for Text Classification Sep 25, 2020 Classification Diagnostic
Code Code Available Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders Sep 25, 2020 Inductive Bias Representation Learning
Code Code Available Empirical Study of Text Augmentation on Social Media Text in Vietnamese Sep 25, 2020 Data Augmentation General Classification
Code Code Available Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Sep 24, 2020 Domain Adaptation Text Classification
Code Code Available A Comparative Study of Feature Types for Age-Based Text Classification Sep 24, 2020 General Classification Information Retrieval
Code Code Available Text Classification with Novelty Detection Sep 23, 2020 Classification General Classification
— Unverified LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network Sep 23, 2020 Multi Label Text Classification Multi-Label Text Classification
Code Code Available Hierarchical Pre-training for Sequence Labelling in Spoken Dialog Sep 23, 2020 Dialogue Act Classification Emotion Recognition in Conversation
— Unverified Deep N-ary Error Correcting Output Codes Sep 22, 2020 Classification Ensemble Learning
Code Code Available Modeling Text with Decision Forests using Categorical-Set Splits Sep 21, 2020 text-classification Text Classification
— Unverified A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks Sep 19, 2020 Classification General Classification
Code Code Available Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations Sep 19, 2020 Adversarial Attack Natural Language Inference
— Unverified ReviewViz: Assisting Developers Perform Empirical Study on Energy Consumption Related Reviews for Mobile Applications Sep 13, 2020 BIG-bench Machine Learning text-classification
Code Code Available Margin-Based Regularization and Selective Sampling in Deep Neural Networks Sep 13, 2020 Classification General Classification
— Unverified Improving Indonesian Text Classification Using Multilingual Language Model Sep 12, 2020 Classification General Classification
Code Code Available CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models Sep 12, 2020 Binary text classification Task 2
— Unverified A Comparison of LSTM and BERT for Small Corpus Sep 11, 2020 intent-classification Intent Classification
— Unverified Rank over Class: The Untapped Potential of Ranking in Natural Language Processing Sep 10, 2020 Classification General Classification
Code Code Available Meta-Learning with Sparse Experience Replay for Lifelong Language Learning Sep 10, 2020 Continual Learning Lifelong learning
Code Code Available Modern Methods for Text Generation Sep 10, 2020 BIG-bench Machine Learning text-classification
Code Code Available Investigating Gender Bias in BERT Sep 10, 2020 text-classification Text Classification
— Unverified Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function Sep 8, 2020 Classification General Classification
Code Code Available COVCOR20 at WNUT-2020 Task 2: An Attempt to Combine Deep Learning and Expert rules Sep 7, 2020 Deep Learning Task 2
— Unverified Combining Dependency Parser and GNN models for Text Classification Sep 1, 2020 Classification text-classification
— Unverified An Intelligent CNN-VAE Text Representation Technology Based on Text Semantics for Comprehensive Big Data Aug 28, 2020 text-classification Text Classification
— Unverified SHAP values for Explaining CNN-based Text Classification Models Aug 26, 2020 Classification General Classification
— Unverified Semi-Supervised Data Programming with Subset Selection Aug 22, 2020 text-classification Text Classification
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