End to End Binarized Neural Networks for Text Classification Oct 11, 2020 Binarization Classification
— Unverified Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only Oct 11, 2020 Machine Translation text-classification
— Unverified Betti numbers of attention graphs is all you really need Oct 10, 2020 All Classification
— Unverified Adversarial Self-Supervised Data-Free Distillation for Text Classification Oct 10, 2020 Classification General Classification
— Unverified NutCracker at WNUT-2020 Task 2: Robustly Identifying Informative COVID-19 Tweets using Ensembling and Adversarial Training Oct 9, 2020 Task 2 Text Classification
Code Code Available Causal Feature Selection with Dimension Reduction for Interpretable Text Classification Oct 9, 2020 Causal Inference Classification
— Unverified A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks Oct 7, 2020 Classification General Classification
— Unverified Multi-label classification of promotions in digital leaflets using textual and visual information Oct 7, 2020 General Classification Multi-Label Classification
— Unverified Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher Oct 6, 2020 General Classification Representation Learning
Code Code Available Efficient Meta Lifelong-Learning with Limited Memory Oct 6, 2020 Lifelong learning Multi-Task Learning
— Unverified Converting the Point of View of Messages Spoken to Virtual Assistants Oct 6, 2020 Constituency Parsing Language Modelling
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 On the Effects of Knowledge-Augmented Data in Word Embeddings Oct 5, 2020 Data Augmentation text-classification
— Unverified 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 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 Recognition Method of Important Words in Korean Text based on Reinforcement Learning Oct 1, 2020 Classification reinforcement-learning
— Unverified Evaluating Multilingual BERT for Estonian Oct 1, 2020 Morphological Tagging NER
— Unverified Low-Resource Text Classification via Cross-lingual Language Model Fine-tuning Oct 1, 2020 Classification Language Modeling
— 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 Neural Topic Modeling with Cycle-Consistent Adversarial Training Sep 29, 2020 text-classification Text Classification
— 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 VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation Sep 28, 2020 Decoder Language Modeling
— Unverified 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 Hierarchical Pre-training for Sequence Labelling in Spoken Dialog Sep 23, 2020 Dialogue Act Classification Emotion Recognition in Conversation
— Unverified 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 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 Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations Sep 19, 2020 Adversarial Attack Natural Language Inference
— Unverified Margin-Based Regularization and Selective Sampling in Deep Neural Networks Sep 13, 2020 Classification General Classification
— 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 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 Investigating Gender Bias in BERT Sep 10, 2020 text-classification Text Classification
— Unverified 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
Code Code Available Turkish Text Classification: From Lexicon Analysis to Bidirectional Transformer Aug 21, 2020 BIG-bench Machine Learning Classification
— Unverified Detecting and Classifying Malevolent Dialogue Responses: Taxonomy, Data and Methodology Aug 21, 2020 Classification General Classification
— Unverified HeteGCN: Heterogeneous Graph Convolutional Networks for Text Classification Aug 19, 2020 Classification General Classification
— Unverified A Survey of Active Learning for Text Classification using Deep Neural Networks Aug 17, 2020 Active Learning Classification
— Unverified Label-Wise Document Pre-Training for Multi-Label Text Classification Aug 15, 2020 Classification Document Classification
Code Code Available 