Not Enough Data? Deep Learning to the Rescue! Nov 8, 2019 Data Augmentation Deep Learning
— Unverified Interactive Refinement of Cross-Lingual Word Embeddings Nov 8, 2019 Active Learning Cross-Lingual Word Embeddings
Code Code Available Transformation of Dense and Sparse Text Representations Nov 7, 2019 General Classification Natural Language Inference
Code Code Available Seq2Emo for Multi-label Emotion Classification Based on Latent Variable Chains Transformation Nov 6, 2019 Emotion Classification General Classification
— Unverified Federated Adversarial Domain Adaptation Nov 5, 2019 Disentanglement Domain Adaptation
— Unverified Metric Learning for Dynamic Text Classification Nov 4, 2019 Classification General Classification
Code Code Available Learning from Explanations with Neural Execution Tree Nov 4, 2019 Data Augmentation Multi-hop Question Answering
Code Code Available ProSeqo: Projection Sequence Networks for On-Device Text Classification Nov 1, 2019 Classification General Classification
— Unverified Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data Nov 1, 2019 Classification Data Augmentation
— Unverified Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification Nov 1, 2019 Active Learning General Classification
Code Code Available Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification Nov 1, 2019 General Classification text-classification
— Unverified A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features Nov 1, 2019 text-classification Text Classification
— Unverified Cross-Cultural Transfer Learning for Text Classification Nov 1, 2019 Classification General Classification
— Unverified Label-Specific Document Representation for Multi-Label Text Classification Nov 1, 2019 Classification General Classification
Code Code Available Cluster-Gated Convolutional Neural Network for Short Text Classification Nov 1, 2019 Classification Clustering
— Unverified LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification Nov 1, 2019 Classification Diversity
— Unverified Using Graphs for Word Embedding with Enhanced Semantic Relations Nov 1, 2019 text-classification Text Classification
— Unverified PRADO: Projection Attention Networks for Document Classification On-Device Nov 1, 2019 Classification Document Classification
— Unverified A Robust Self-Learning Framework for Cross-Lingual Text Classification Nov 1, 2019 Classification General Classification
— Unverified Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification Nov 1, 2019 Classification General Classification
— Unverified Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification Nov 1, 2019 Classification General Classification
— Unverified Enhancing Local Feature Extraction with Global Representation for Neural Text Classification Nov 1, 2019 General Classification text-classification
— Unverified Hierarchical Attention Prototypical Networks for Few-Shot Text Classification Nov 1, 2019 Classification Few-Shot Text Classification
— Unverified A study of data and label shift in the LIME framework Oct 31, 2019 object-detection Object Detection
— Unverified An Efficient Model for Sentiment Analysis of Electronic Product Reviews in Vietnamese Oct 29, 2019 General Classification Marketing
— Unverified Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis Oct 28, 2019 Domain Adaptation text-classification
Code Code Available Shoestring: Graph-Based Semi-Supervised Learning with Severely Limited Labeled Data Oct 28, 2019 Classification Few-Shot Learning
Code Code Available A Comparison of Neural Network Training Methods for Text Classification Oct 28, 2019 Classification Dimensionality Reduction
— Unverified FineText: Text Classification via Attention-based Language Model Fine-tuning Oct 25, 2019 Benchmarking Classification
— Unverified Predicting In-game Actions from Interviews of NBA Players Oct 24, 2019 text-classification Text Classification
Code Code Available Towards Automated Website Classification by Deep Learning Oct 22, 2019 Classification Deep Learning
— Unverified Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification Oct 18, 2019 Feature Importance General Classification
Code Code Available Evolution of transfer learning in natural language processing Oct 16, 2019 Machine Translation text-classification
— Unverified Interpretable Text Classification Using CNN and Max-pooling Oct 14, 2019 Classification General Classification
— Unverified Updating Pre-trained Word Vectors and Text Classifiers using Monolingual Alignment Oct 14, 2019 text-classification Text Classification
— Unverified Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT Oct 13, 2019 Classification Deep Learning
— Unverified SmokEng: Towards Fine-grained Classification of Tobacco-related Social Media Text Oct 12, 2019 Classification General Classification
Code Code Available Universal Adversarial Perturbation for Text Classification Oct 10, 2019 Adversarial Text Classification
— Unverified Learning Only from Relevant Keywords and Unlabeled Documents Oct 10, 2019 Document Classification General Classification
— Unverified Text Level Graph Neural Network for Text Classification Oct 6, 2019 Classification General Classification
Code Code Available Measuring Sentences Similarity: A Survey Oct 6, 2019 Information Retrieval Question Answering
— Unverified Data Augmentation Based on Distributed Expressions in Text Classification Tasks Oct 1, 2019 Classification Data Augmentation
— Unverified Latent-Variable Generative Models for Data-Efficient Text Classification Oct 1, 2019 Classification General Classification
— Unverified Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power Sep 30, 2019 Classification General Classification
— Unverified Generalized Zero-shot ICD Coding Sep 28, 2019 Classification General Classification
— Unverified W-RNN: News text classification based on a Weighted RNN Sep 28, 2019 Classification General Classification
— Unverified Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification Sep 26, 2019 General Classification Sentence
— Unverified Anchor & Transform: Learning Sparse Representations of Discrete Objects Sep 25, 2019 Language Modeling Language Modelling
— Unverified The Power of Communities: A Text Classification Model with Automated Labeling Process Using Network Community Detection Sep 25, 2019 Articles Classification
— Unverified EDUCE: Explaining model Decision through Unsupervised Concepts Extraction Sep 25, 2019 model Prediction
— Unverified 