Robust Text Classifier on Test-Time Budgets Aug 24, 2018 General Classification text-classification
Code Code Available From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information Aug 24, 2018 Classification General Classification
Code Code Available An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL) Aug 23, 2018 BIG-bench Machine Learning Classification
Code Code Available Exploring Shared Structures and Hierarchies for Multiple NLP Tasks Aug 23, 2018 General Classification Multi-Task Learning
— Unverified Finding Good Representations of Emotions for Text Classification Aug 22, 2018 Abusive Language Classification
— Unverified Expansional Retrofitting for Word Vector Enrichment Aug 22, 2018 General Classification text-classification
— Unverified Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters Aug 17, 2018 Diversity Document Classification
Code Code Available Text Classification using Capsules Aug 12, 2018 Classification General Classification
— Unverified A Hassle-Free Machine Learning Method for Cohort Selection of Clinical Trials Aug 10, 2018 BIG-bench Machine Learning Clinical Knowledge
— Unverified Task-oriented Word Embedding for Text Classification Aug 1, 2018 Classification General Classification
Code Code Available Few-Shot Charge Prediction with Discriminative Legal Attributes Aug 1, 2018 Attribute Prediction
Code Code Available Identification of Differences between Dutch Language Varieties with the VarDial2018 Dutch-Flemish Subtitle Data Aug 1, 2018 Position Text Classification
— Unverified Simple Algorithms For Sentiment Analysis On Sentiment Rich, Data Poor Domains. Aug 1, 2018 Sentiment Analysis Text Classification
— Unverified Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew Aug 1, 2018 Sentiment Analysis Text Classification
— Unverified Cyber-aggression Detection using Cross Segment-and-Concatenate Multi-Task Learning from Text Aug 1, 2018 General Classification Multi-Task Learning
— Unverified Deep Bayesian Learning and Understanding Aug 1, 2018 Document Summarization Machine Translation
— Unverified Cyberbullying Intervention Based on Convolutional Neural Networks Aug 1, 2018 BIG-bench Machine Learning General Classification
— Unverified Enhanced Aspect Level Sentiment Classification with Auxiliary Memory Aug 1, 2018 Classification Feature Engineering
— Unverified Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification Aug 1, 2018 Classification General Classification
— Unverified Learning What to Share: Leaky Multi-Task Network for Text Classification Aug 1, 2018 General Classification Information Retrieval
— Unverified Aggression Identification and Multi Lingual Word Embeddings Aug 1, 2018 Aggression Identification Multi-Label Text Classification
— Unverified Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter Aug 1, 2018 Aggression Identification Hate Speech Detection
— Unverified A Pseudo Label based Dataless Naive Bayes Algorithm for Text Classification with Seed Words Aug 1, 2018 General Classification Pseudo Label
— Unverified Interpretable Rationale Augmented Charge Prediction System Aug 1, 2018 Classification Deep Reinforcement Learning
— Unverified Learning to Generate Word Representations using Subword Information Aug 1, 2018 Chunking Language Modeling
— Unverified Aggregated Learning: A Deep Learning Framework Based on Information-Bottleneck Vector Quantization Jul 26, 2018 Image Classification Quantization
— Unverified Text Classification based on Multiple Block Convolutional Highways Jul 23, 2018 Classification General Classification
— Unverified Tree-structured multi-stage principal component analysis (TMPCA): theory and applications Jul 22, 2018 Dimensionality Reduction General Classification
— Unverified Learning Representations for Soft Skill Matching Jul 20, 2018 Binary text classification text-classification
Code Code Available Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks Jul 17, 2018 Deep Learning Entity Embeddings
— Unverified Low-Resource Text Classification using Domain-Adversarial Learning Jul 13, 2018 Classification General Classification
— Unverified Orthogonal Matching Pursuit for Text Classification Jul 12, 2018 Classification General Classification
Code Code Available Practical Obstacles to Deploying Active Learning Jul 12, 2018 Active Learning Text Classification
— Unverified Automated labeling of bugs and tickets using attention-based mechanisms in recurrent neural networks Jul 8, 2018 text-classification Text Classification
Code Code Available JUMPER: Learning When to Make Classification Decisions in Reading Jul 6, 2018 Classification General Classification
— Unverified CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction Jul 4, 2018 Articles Prediction
Code Code Available Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings Jul 1, 2018 General Classification Information Retrieval
Code Code Available Disconnected Recurrent Neural Networks for Text Categorization Jul 1, 2018 Position Sentiment Analysis
— Unverified Keyphrases Extraction from User-Generated Contents in Healthcare Domain Using Long Short-Term Memory Networks Jul 1, 2018 Question Answering Text Classification
— Unverified Bridging CNNs, RNNs, and Weighted Finite-State Machines Jul 1, 2018 General Classification Representation Learning
— Unverified Learning How to Actively Learn: A Deep Imitation Learning Approach Jul 1, 2018 Active Learning General Classification
Code Code Available Hierarchical Convolutional Attention Networks for Text Classification Jul 1, 2018 Classification Document Classification
— Unverified EmotionX-SmartDubai\_NLP: Detecting User Emotions In Social Media Text Jul 1, 2018 Feature Engineering General Classification
— Unverified Semi-Supervised Learning with Auxiliary Evaluation Component for Large Scale e-Commerce Text Classification Jul 1, 2018 Classification General Classification
— Unverified Deep Reinforcement Learning for NLP Jul 1, 2018 Atari Games coreference-resolution
— Unverified A Deep Relevance Model for Zero-Shot Document Filtering Jul 1, 2018 Sentiment Analysis Text Classification
Code Code Available Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach Jul 1, 2018 Clinical Concept Extraction Deep Learning
— Unverified Hierarchical Multi-Label Classification Networks Jul 1, 2018 Classification General Classification
— Unverified Subcharacter Information in Japanese Embeddings: When Is It Worth It? Jul 1, 2018 Text Classification
— Unverified CMMC-BDRC Solution to the NLP-TEA-2018 Chinese Grammatical Error Diagnosis Task Jul 1, 2018 Data Augmentation General Classification
— Unverified 