An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese May 23, 2019 Classification General Classification
— Unverified A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams May 18, 2019 BIG-bench Machine Learning Depression Detection
Code Code Available System Demo for Transfer Learning from Vision to Language using Domain Specific CNN Accelerator for On-Device NLP Applications May 16, 2019 Sentence Sentiment Analysis
— Unverified SuperChat: Dialogue Generation by Transfer Learning from Vision to Language using Two-dimensional Word Embedding and Pretrained ImageNet CNN Models May 16, 2019 Dialogue Generation text-classification
— Unverified SuperTML: Domain Transfer from Computer Vision to Structured Tabular Data through Two-Dimensional Word Embedding May 16, 2019 Classification text-classification
— Unverified An Approach for Process Model Extraction By Multi-Grained Text Classification May 16, 2019 General Classification Management
Code Code Available How to Fine-Tune BERT for Text Classification? May 14, 2019 General Classification Language Modeling
Code Code Available Is Word Segmentation Necessary for Deep Learning of Chinese Representations? May 14, 2019 Chinese Word Segmentation Deep Learning
— Unverified Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks May 13, 2019 Natural Language Inference text-classification
Code Code Available Naive Bayes with Correlation Factor for Text Classification Problem May 8, 2019 Classification General Classification
— Unverified SuperChat: Dialogue Generation by Transfer Learning from Vision to Language using Two-dimensional Word Embedding and Pretrained ImageNet CNN Models May 7, 2019 Dialogue Generation General Classification
— Unverified Taming Pretrained Transformers for Extreme Multi-label Text Classification May 7, 2019 Extreme Multi-Label Classification General Classification
Code Code Available Effectiveness of Self Normalizing Neural Networks for Text Classification May 3, 2019 Classification General Classification
— Unverified KnowBias: A Novel AI Method to Detect Polarity in Online Content May 2, 2019 Articles Domain Adaptation
— Unverified Disease Identification From Unstructured User Input May 1, 2019 General Classification Question Answering
— Unverified Attentive Task-Agnostic Meta-Learning for Few-Shot Text Classification May 1, 2019 Classification Few-Shot Text Classification
— Unverified On the Use of ArXiv as a Dataset Apr 30, 2019 Articles Author Attribution
Code Code Available Unsupervised Data Augmentation for Consistency Training Apr 29, 2019 Data Augmentation Image Augmentation
Code Code Available "Why Should You Trust My Explanation?" Understanding Uncertainty in LIME Explanations Apr 29, 2019 Fairness General Classification
— Unverified Adversarial Dropout for Recurrent Neural Networks Apr 22, 2019 Language Modeling Language Modelling
Code Code Available 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 The Simplest Thing That Can Possibly Work: Pseudo-Relevance Feedback Using Text Classification Apr 18, 2019 General Classification text-classification
— Unverified Creative Procedural-Knowledge Extraction From Web Design Tutorials Apr 18, 2019 Knowledge Base Construction text-classification
— Unverified DocBERT: BERT for Document Classification Apr 17, 2019 Classification Document Classification
Code Code Available Text Classification Algorithms: A Survey Apr 17, 2019 BIG-bench Machine Learning Classification
Code Code Available 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 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 Explainable Text Classification in Legal Document Review A Case Study of Explainable Predictive Coding Apr 3, 2019 Document Classification General Classification
— 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 Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling Mar 28, 2019 Classification General Classification
— Unverified Learning to Weight for Text Classification Mar 28, 2019 Classification General Classification
Code Code Available 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 An Effective Label Noise Model for DNN Text Classification Mar 18, 2019 Classification General Classification
— Unverified A Multilingual Encoding Method for Text Classification and Dialect Identification Using Convolutional Neural Network Mar 18, 2019 Dialect Identification 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 An Innovative Word Encoding Method For Text Classification Using Convolutional Neural Network Mar 11, 2019 Classification General Classification
— Unverified Semantics Preserving Adversarial Learning Mar 10, 2019 Text Classification
— Unverified Predicting Algorithm Classes for Programming Word Problems Mar 3, 2019 Classification General Classification
— Unverified 