Suggestion Mining from Online Reviews using ULMFiT Apr 19, 2019 Classification General Classification
Code Code Available Unifying Question Answering, Text Classification, and Regression via Span Extraction Apr 19, 2019 Classification General Classification
— Unverified Creative Procedural-Knowledge Extraction From Web Design Tutorials Apr 18, 2019 Knowledge Base Construction text-classification
— Unverified The Simplest Thing That Can Possibly Work: Pseudo-Relevance Feedback Using Text Classification Apr 18, 2019 General Classification text-classification
— Unverified Text segmentation on multilabel documents: A distant-supervised approach Apr 14, 2019 Information Retrieval Multilabel Text Classification
— Unverified Combining Sentiment Lexica with a Multi-View Variational Autoencoder Apr 5, 2019 General Classification Sentiment Analysis
Code Code Available Text Classification Components for Detecting Descriptions and Names of CAD models Apr 4, 2019 Classification General Classification
— Unverified Topic Spotting using Hierarchical Networks with Self Attention Apr 4, 2019 text-classification Text Classification
— Unverified Explainable Text Classification in Legal Document Review A Case Study of Explainable Predictive Coding Apr 3, 2019 Document Classification General Classification
— Unverified Empirical Study of Deep Learning for Text Classification in Legal Document Review Apr 3, 2019 Deep Learning General Classification
— Unverified Empirical Evaluations of Active Learning Strategies in Legal Document Review Apr 3, 2019 Active Learning BIG-bench Machine Learning
— Unverified Short Text Classification Improved by Feature Space Extension Apr 2, 2019 Classification General Classification
— Unverified Summarizing Event Sequences with Serial Episodes: A Statistical Model and an Application Apr 1, 2019 General Classification Temporal Sequences
— Unverified ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT Mar 30, 2019 Emotion Recognition in Conversation General Classification
Code Code Available Integrating Semantic Knowledge to Tackle Zero-shot Text Classification Mar 29, 2019 Classification Data Augmentation
Code Code Available Learning to Weight for Text Classification Mar 28, 2019 Classification General Classification
Code Code Available Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling Mar 28, 2019 Classification General Classification
— Unverified HAXMLNet: Hierarchical Attention Network for Extreme Multi-Label Text Classification Mar 24, 2019 Classification General Classification
— Unverified Expanding the Text Classification Toolbox with Cross-Lingual Embeddings Mar 23, 2019 Classification General Classification
— Unverified Low Resource Text Classification with ULMFit and Backtranslation Mar 21, 2019 Classification Data Augmentation
Code Code Available GANs for Semi-Supervised Opinion Spam Detection Mar 19, 2019 General Classification Generative Adversarial Network
Code Code Available Cloze-driven Pretraining of Self-attention Networks Mar 19, 2019 Constituency Parsing Named Entity Recognition (NER)
— Unverified A Multilingual Encoding Method for Text Classification and Dialect Identification Using Convolutional Neural Network Mar 18, 2019 Dialect Identification General Classification
— Unverified An Effective Label Noise Model for DNN Text Classification Mar 18, 2019 Classification General Classification
— Unverified An Innovative Word Encoding Method For Text Classification Using Convolutional Neural Network Mar 11, 2019 Classification General Classification
— Unverified Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification Mar 11, 2019 BIG-bench Machine Learning Fairness
Code Code Available Semantics Preserving Adversarial Learning Mar 10, 2019 Text Classification
— Unverified Predicting Algorithm Classes for Programming Word Problems Mar 3, 2019 Classification General Classification
— Unverified Large Scale Product Categorization using Structured and Unstructured Attributes Mar 1, 2019 Attribute General Classification
— Unverified 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 How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection Feb 27, 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 SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data Feb 26, 2019 General Classification Text Classification
Code Code Available Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification Feb 25, 2019 Classification General Classification
Code Code Available Star-Transformer Feb 25, 2019 Named Entity Recognition (NER) Natural Language Inference
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 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 tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification Feb 1, 2019 Classification Few-Shot Learning
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 Glyce: Glyph-vectors for Chinese Character Representations Jan 29, 2019 Chinese Dependency Parsing Chinese Named Entity Recognition
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 Squeezed Very Deep Convolutional Neural Networks for Text Classification Jan 28, 2019 Classification General Classification
Code Code Available The Use of Unlabeled Data versus Labeled Data for Stopping Active Learning for Text Classification Jan 26, 2019 Active Learning General Classification
— Unverified 