Improving BERT Fine-tuning with Embedding Normalization Nov 10, 2019 Classification General Classification
— Unverified Can Monolingual Pretrained Models Help Cross-Lingual Classification? Nov 10, 2019 Classification Cross-Lingual Transfer
— Unverified r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection Nov 10, 2019 Classification Cultural Vocal Bursts Intensity Prediction
Code Code Available Unsupervised adulterated red-chili pepper content transformation for hyperspectral classification Nov 9, 2019 Classification Clustering
— Unverified Missing Features Reconstruction and Its Impact on Classification Accuracy Nov 9, 2019 Classification General Classification
— Unverified Decoding Imagined Speech and Computer Control using Brain Waves Nov 8, 2019 Binary Classification Classification
— Unverified Is a Classification Procedure Good Enough? A Goodness-of-Fit Assessment Tool for Classification Learning Nov 8, 2019 Classification General Classification
Code Code Available Adaptive Kernel Value Caching for SVM Training Nov 8, 2019 Classification General Classification
— Unverified A Comprehensive Comparison of Machine Learning Based Methods Used in Bengali Question Classification Nov 8, 2019 BIG-bench Machine Learning Classification
— Unverified Localization-aware Channel Pruning for Object Detection Nov 6, 2019 Classification General Classification
— Unverified Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries Nov 6, 2019 Classification Hyperspectral Image Classification
Code Code Available Correlated Feature Selection for Tweet Spam Classification Nov 6, 2019 Classification feature selection
— Unverified The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey Nov 6, 2019 BIG-bench Machine Learning Classification
— Unverified Towards Monitoring Parkinson's Disease Following Drug Treatment: CGP Classification of rs-MRI Data Nov 6, 2019 Classification Functional Connectivity
— Unverified Shaping Visual Representations with Language for Few-shot Classification Nov 6, 2019 Classification General Classification
Code Code Available A Scalable Multilabel Classification to Deploy Deep Learning Architectures For Edge Devices Nov 5, 2019 Classification General Classification
— Unverified Auditing and Achieving Intersectional Fairness in Classification Problems Nov 4, 2019 Attribute BIG-bench Machine Learning
— Unverified Metric Learning for Dynamic Text Classification Nov 4, 2019 Classification General Classification
Code Code Available Supervised level-wise pretraining for recurrent neural network initialization in multi-class classification Nov 4, 2019 Classification General Classification
— Unverified Generalized Learning with Rejection for Classification and Regression Problems Nov 3, 2019 BIG-bench Machine Learning Classification
— Unverified BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model Nov 3, 2019 Classification General Classification
— Unverified Hierarchical Attention Prototypical Networks for Few-Shot Text Classification Nov 1, 2019 Classification Few-Shot Text Classification
— Unverified A Robust Self-Learning Framework for Cross-Lingual Text Classification Nov 1, 2019 Classification General Classification
— Unverified Capsule Network with Interactive Attention for Aspect-Level Sentiment 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 Cross-Cultural Transfer Learning for Text Classification Nov 1, 2019 Classification General Classification
— Unverified Complaint Analysis and Classification for Economic and Food Safety Nov 1, 2019 Classification General Classification
— Unverified Domain Adaptation with BERT-based Domain Classification and Data Selection Nov 1, 2019 Classification Domain Adaptation
— Unverified A Cross-Topic Method for Supervised Relevance Classification Nov 1, 2019 Classification General Classification
— Unverified Cluster-Gated Convolutional Neural Network for Short Text Classification Nov 1, 2019 Classification Clustering
— Unverified Extreme Learning Machine-Based Heterogeneous Domain Adaptation for Classification of Hyperspectral Images Nov 1, 2019 Classification Classification Of Hyperspectral Images
— Unverified Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification Nov 1, 2019 Classification General Classification
— Unverified Cross-lingual intent classification in a low resource industrial setting Nov 1, 2019 Classification Cross-Lingual Transfer
— Unverified Centroid Based Concept Learning for RGB-D Indoor Scene Classification Nov 1, 2019 Classification Clustering
Code Code Available Annotation Process for the Dialog Act Classification of a Taglish E-commerce Q\&A Corpus Nov 1, 2019 Classification Dialog Act Classification
— Unverified Label-Specific Document Representation for Multi-Label Text Classification Nov 1, 2019 Classification General Classification
Code Code Available Dilated LSTM with attention for Classification of Suicide Notes Nov 1, 2019 Classification General Classification
— Unverified Fine-Grained Propaganda Detection with Fine-Tuned BERT Nov 1, 2019 Articles Classification
— Unverified Biomedical Relation Classification by single and multiple source domain adaptation Nov 1, 2019 Classification Domain Adaptation
— Unverified Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification Nov 1, 2019 Classification General Classification
— Unverified Label Embedding using Hierarchical Structure of Labels for Twitter Classification Nov 1, 2019 Classification General Classification
— Unverified LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification Nov 1, 2019 Classification Diversity
— Unverified Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation Nov 1, 2019 Classification Cross-Lingual Transfer
— Unverified Recognizing Conflict Opinions in Aspect-level Sentiment Classification with Dual Attention Networks Nov 1, 2019 Classification General Classification
— Unverified PRADO: Projection Attention Networks for Document Classification On-Device Nov 1, 2019 Classification Document Classification
— Unverified On Distributed Quantization for Classification Nov 1, 2019 Classification General Classification
— Unverified ProSeqo: Projection Sequence Networks for On-Device Text Classification Nov 1, 2019 Classification General Classification
— Unverified Very high resolution Airborne PolSAR Image Classification using Convolutional Neural Networks Oct 31, 2019 Classification General Classification
— Unverified Unsupervised Star Galaxy Classification with Cascade Variational Auto-Encoder Oct 30, 2019 Astronomy BIG-bench Machine Learning
— Unverified When does Diversity Help Generalization in Classification Ensembles? Oct 30, 2019 Classification Diversity
— Unverified 