Large Scale Product Categorization using Structured and Unstructured Attributes Mar 1, 2019 Attribute General Classification
— Unverified Induction Networks for Few-Shot Text Classification Feb 27, 2019 Few-Shot Text Classification General Classification
Code Code Available How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection Feb 27, 2019 General Classification text-classification
Code Code Available An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models Feb 27, 2019 General Classification Language Modeling
Code Code Available F10-SGD: Fast Training of Elastic-net Linear Models for Text Classification and Named-entity Recognition Feb 27, 2019 Classification General Classification
— Unverified SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data Feb 26, 2019 General Classification Text Classification
Code Code Available Syntactic Recurrent Neural Network for Authorship Attribution Feb 26, 2019 Authorship Attribution text-classification
— Unverified Semantic Hilbert Space for Text Representation Learning Feb 26, 2019 Benchmarking General Classification
Code Code Available Star-Transformer Feb 25, 2019 Named Entity Recognition (NER) Natural Language Inference
Code Code Available Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification Feb 25, 2019 Classification General Classification
Code Code Available Text Analysis in Adversarial Settings: Does Deception Leave a Stylistic Trace? Feb 24, 2019 text-classification Text Classification
— Unverified Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation Feb 23, 2019 Multi-Label Text Classification Sentiment Analysis
Code Code Available Deep Short Text Classification with Knowledge Powered Attention Feb 21, 2019 Classification General Classification
Code Code Available Simplifying Graph Convolutional Networks Feb 19, 2019 Graph Regression Image Classification
Code Code Available Classifying textual data: shallow, deep and ensemble methods Feb 18, 2019 Classification Deep Learning
— Unverified Optimizing Stochastic Gradient Descent in Text Classification Based on Fine-Tuning Hyper-Parameters Approach. A Case Study on Automatic Classification of Global Terrorist Attacks Feb 18, 2019 Classification General Classification
— Unverified Categorical Metadata Representation for Customized Text Classification Feb 14, 2019 Classification General Classification
Code Code Available Fully Convolutional Networks for Text Classification Feb 14, 2019 Classification General Classification
— Unverified Parameter-Efficient Transfer Learning for NLP Feb 2, 2019 Image Classification Text Classification
Code Code Available tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification Feb 1, 2019 Classification Few-Shot Learning
Code Code Available EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jan 31, 2019 Data Augmentation General Classification
Code Code Available Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text Classification Jan 31, 2019 All Classification
Code Code Available Comprehensive Evaluation of Deep Learning Architectures for Prediction of DNA/RNA Sequence Binding Specificities Jan 29, 2019 Automatic Machine Learning Model Selection Deep Learning
Code Code Available Glyce: Glyph-vectors for Chinese Character Representations Jan 29, 2019 Chinese Dependency Parsing Chinese Named Entity Recognition
Code Code Available Squeezed Very Deep Convolutional Neural Networks for Text Classification Jan 28, 2019 Classification General Classification
Code Code Available Stopping Active Learning based on Predicted Change of F Measure for Text Classification Jan 26, 2019 Active Learning General Classification
— Unverified The Use of Unlabeled Data versus Labeled Data for Stopping Active Learning for Text Classification Jan 26, 2019 Active Learning General Classification
— Unverified Universal Rules for Fooling Deep Neural Networks based Text Classification Jan 22, 2019 Classification General Classification
— Unverified Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings Jan 22, 2019 General Classification Semi-Supervised Text Classification
Code Code Available Hierarchical Attentional Hybrid Neural Networks for Document Classification Jan 20, 2019 Classification Document Classification
Code Code Available Identifying Unclear Questions in Community Question Answering Websites Jan 18, 2019 Community Question Answering General Classification
Code Code Available Learning to Remember More with Less Memorization Jan 5, 2019 Memorization Sentiment Analysis
Code Code Available Sentiment Classification of Customer Reviews about Automobiles in Roman Urdu Dec 30, 2018 Attribute Classification
— Unverified Weakly-Supervised Hierarchical Text Classification Dec 29, 2018 Blocking Classification
Code Code Available Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings Dec 22, 2018 GPU text-classification
— Unverified Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification Dec 22, 2018 Classification Cross-Lingual Document Classification
— Unverified Conditional BERT Contextual Augmentation Dec 17, 2018 Data Augmentation Language Modeling
Code Code Available Measuring Similarity: Computationally Reproducing the Scholar's Interests Dec 14, 2018 Articles Classification
— Unverified TextBugger: Generating Adversarial Text Against Real-world Applications Dec 13, 2018 Adversarial Text Machine Translation
Code Code Available Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding Dec 5, 2018 Classification Clustering
— Unverified Practical Text Classification With Large Pre-Trained Language Models Dec 4, 2018 Classification Emotion Classification
Code Code Available Universal Language Model Fine-tuning for Patent Classification Dec 1, 2018 Classification General Classification
— Unverified Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification Dec 1, 2018 Adversarial Text General Classification
Code Code Available Multi-task Learning over Graph Structures Nov 26, 2018 General Classification Multi-Task Learning
— Unverified Evolutionary-Neural Hybrid Agents for Architecture Search Nov 24, 2018 Deep Reinforcement Learning Evolutionary Algorithms
— Unverified Explicit Interaction Model towards Text Classification Nov 23, 2018 Classification General Classification
Code Code Available Contextualized Non-local Neural Networks for Sequence Learning Nov 21, 2018 General Classification Sentence
— Unverified ML-Net: multi-label classification of biomedical texts with deep neural networks Nov 13, 2018 Benchmarking Classification
Code Code Available Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces Nov 12, 2018 General Classification Graph Embedding
— Unverified Doc2Im: document to image conversion through self-attentive embedding Nov 8, 2018 Document To Image Conversion document understanding
— Unverified 