Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks Nov 10, 2019 Diversity Entity Typing
Code Code Available Improving BERT Fine-tuning with Embedding Normalization Nov 10, 2019 Classification General Classification
— Unverified Meta Label Correction for Noisy Label Learning Nov 10, 2019 Image Classification Learning with noisy labels
Code Code Available Improving Machine Reading Comprehension via Adversarial Training Nov 9, 2019 General Classification image-classification
— Unverified Ruminating Word Representations with Random Noised Masker Nov 8, 2019 text-classification Text Classification
— Unverified Interactive Refinement of Cross-Lingual Word Embeddings Nov 8, 2019 Active Learning Cross-Lingual Word Embeddings
Code Code Available Not Enough Data? Deep Learning to the Rescue! Nov 8, 2019 Data Augmentation Deep Learning
— Unverified 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 Label-Specific Document Representation for Multi-Label Text Classification Nov 1, 2019 Classification General Classification
Code Code Available Enhancing Local Feature Extraction with Global Representation for Neural Text Classification Nov 1, 2019 General 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 Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot 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 ProSeqo: Projection Sequence Networks for On-Device 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 Cross-Cultural Transfer Learning for Text Classification Nov 1, 2019 Classification General Classification
— Unverified A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features Nov 1, 2019 text-classification Text Classification
— Unverified Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification Nov 1, 2019 Classification General Classification
— Unverified Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification Nov 1, 2019 Active Learning 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 Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data Nov 1, 2019 Classification Data Augmentation
— 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 Learning Data Manipulation for Augmentation and Weighting Oct 28, 2019 Data Augmentation Reinforcement Learning
Code Code Available Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis Oct 28, 2019 Domain Adaptation text-classification
Code Code Available A Comparison of Neural Network Training Methods for Text Classification Oct 28, 2019 Classification Dimensionality Reduction
— Unverified Shoestring: Graph-Based Semi-Supervised Learning with Severely Limited Labeled Data Oct 28, 2019 Classification Few-Shot Learning
Code Code Available 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 PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion Recognition Oct 20, 2019 Emotion Recognition Sentence
Code Code Available 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 Learning Only from Relevant Keywords and Unlabeled Documents Oct 10, 2019 Document Classification General Classification
— Unverified Universal Adversarial Perturbation for Text Classification Oct 10, 2019 Adversarial Text Classification
— Unverified Measuring Sentences Similarity: A Survey Oct 6, 2019 Information Retrieval Question Answering
— Unverified Text Level Graph Neural Network for Text Classification Oct 6, 2019 Classification General Classification
Code Code Available 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 