Looking Deeper into Deep Learning Model: Attribution-based Explanations of TextCNN Nov 8, 2018 Sentence text-classification
— Unverified Semantic Term "Blurring" and Stochastic "Barcoding" for Improved Unsupervised Text Classification Nov 6, 2018 Clustering Document Classification
— Unverified Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks Nov 5, 2018 Classification General Classification
Code Code Available Comparison of Classification Algorithms Used Medical Documents Categorization Nov 2, 2018 Classification feature selection
— Unverified Transductive Learning with String Kernels for Cross-Domain Text Classification Nov 2, 2018 Classification Cross-Domain Text Classification
— Unverified When does deep multi-task learning work for loosely related document classification tasks? Nov 1, 2018 Document Classification General Classification
— Unverified Convolutions Are All You Need (For Classifying Character Sequences) Nov 1, 2018 All Classification
— Unverified The Data Challenge in Misinformation Detection: Source Reputation vs. Content Veracity Nov 1, 2018 Articles Domain Generalization
Code Code Available Importance of Self-Attention for Sentiment Analysis Nov 1, 2018 Classification Decision Making
— Unverified AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification Nov 1, 2018 General Classification Multi-Label Text Classification
Code Code Available Online Embedding Compression for Text Classification using Low Rank Matrix Factorization Nov 1, 2018 General Classification Quantization
— Unverified Towards Explainable NLP: A Generative Explanation Framework for Text Classification Nov 1, 2018 BIG-bench Machine Learning Classification
— Unverified Word Mover's Embedding: From Word2Vec to Document Embedding Oct 30, 2018 Document Embedding General Classification
Code Code Available Learning and Interpreting Multi-Multi-Instance Learning Networks Oct 26, 2018 General Classification image-classification
— Unverified Learning with Interpretable Structure from Gated RNN Oct 25, 2018 Clustering text-classification
— Unverified A Text Classification Application: Poet Detection from Poetry Oct 24, 2018 Classification feature selection
— Unverified Image-based Natural Language Understanding Using 2D Convolutional Neural Networks Oct 24, 2018 Classification General Classification
— Unverified Compositional Coding Capsule Network with K-Means Routing for Text Classification Oct 22, 2018 Classification Clustering
Code Code Available Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments Oct 19, 2018 Domain Adaptation General Classification
Code Code Available Subword Semantic Hashing for Intent Classification on Small Datasets Oct 16, 2018 Chatbot General Classification
Code Code Available INFODENS: An Open-source Framework for Learning Text Representations Oct 16, 2018 Feature Engineering General Classification
Code Code Available Mixture of Expert/Imitator Networks: Scalable Semi-supervised Learning Framework Oct 13, 2018 General Classification text-classification
— Unverified BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Oct 11, 2018 Citation Intent Classification Common Sense Reasoning
Code Code Available Multi-Source Cross-Lingual Model Transfer: Learning What to Share Oct 8, 2018 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available End-to-End Text Classification via Image-based Embedding using Character-level Networks Oct 8, 2018 Document Classification General Classification
Code Code Available Text Classification of the Precursory Accelerating Seismicity Corpus: Inference on some Theoretical Trends in Earthquake Predictability Research from 1988 to 2018 Oct 5, 2018 Articles Binary Classification
— Unverified Deep Learning for Social Media Health Text Classification Oct 1, 2018 Binary Classification Classification
— Unverified A Review of Standard Text Classification Practices for Multi-label Toxicity Identification of Online Content Oct 1, 2018 Classification General Classification
— Unverified Drug-Use Identification from Tweets with Word and Character N-Grams Oct 1, 2018 Text Classification
— Unverified Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware Attention Oct 1, 2018 General Classification Text Classification
Code Code Available Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning Oct 1, 2018 Classification Deep Learning
— Unverified UZH@SMM4H: System Descriptions Oct 1, 2018 Document Classification General Classification
— Unverified Did you offend me? Classification of Offensive Tweets in Hinglish Language Oct 1, 2018 Abuse Detection General Classification
Code Code Available Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network Oct 1, 2018 Sentence text-classification
— Unverified Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection Oct 1, 2018 General Classification text-classification
— Unverified Overview of the Third Social Media Mining for Health (SMM4H) Shared Tasks at EMNLP 2018 Oct 1, 2018 Classification General Classification
— Unverified Learning Representations for Detecting Abusive Language Oct 1, 2018 Abusive Language Language Modeling
— Unverified Evaluation of a Sequence Tagging Tool for Biomedical Texts Oct 1, 2018 Articles named-entity-recognition
Code Code Available Boosting Text Classification Performance on Sexist Tweets by Text Augmentation and Text Generation Using a Combination of Knowledge Graphs Oct 1, 2018 Abusive Language BIG-bench Machine Learning
— Unverified The Effects of User Features on Twitter Hate Speech Detection Oct 1, 2018 Classification General Classification
— Unverified Interpreting Neural Network Hate Speech Classifiers Oct 1, 2018 Hate Speech Detection Text Classification
— Unverified DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning Oct 1, 2018 Classification Emotion Classification
Code Code Available Model Transfer with Explicit Knowledge of the Relation between Class Definitions Oct 1, 2018 Classification General Classification
— Unverified Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information Oct 1, 2018 Attribute Classification
Code Code Available A Hierarchical Neural Attention-based Text Classifier Oct 1, 2018 Classification General Classification
Code Code Available Labeled Anchors and a Scalable, Transparent, and Interactive Classifier Oct 1, 2018 Document Classification General Classification
— Unverified MCapsNet: Capsule Network for Text with Multi-Task Learning Oct 1, 2018 Clustering General Classification
— Unverified Legal Judgment Prediction via Topological Learning Oct 1, 2018 Articles Multi-Task Learning
Code Code Available Regular Expression Guided Entity Mention Mining from Noisy Web Data Oct 1, 2018 Named Entity Recognition (NER) Text Classification
— Unverified Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces Oct 1, 2018 General Classification Multi-Label Classification
Code Code Available 