Aggression Identification and Multi Lingual Word Embeddings Aug 1, 2018 Aggression Identification Multi-Label Text Classification
— Unverified Cyberbullying Intervention Based on Convolutional Neural Networks Aug 1, 2018 BIG-bench Machine Learning General Classification
— Unverified Cyber-aggression Detection using Cross Segment-and-Concatenate Multi-Task Learning from Text Aug 1, 2018 General Classification Multi-Task Learning
— Unverified Identification of Differences between Dutch Language Varieties with the VarDial2018 Dutch-Flemish Subtitle Data Aug 1, 2018 Position 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 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 Practical Obstacles to Deploying Active Learning Jul 12, 2018 Active Learning Text Classification
— Unverified Orthogonal Matching Pursuit for Text Classification Jul 12, 2018 Classification General Classification
Code Code Available 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 Hierarchical Multi-Label Classification Networks Jul 1, 2018 Classification General Classification
— Unverified CMMC-BDRC Solution to the NLP-TEA-2018 Chinese Grammatical Error Diagnosis Task Jul 1, 2018 Data Augmentation General Classification
— Unverified EmotionX-SmartDubai\_NLP: Detecting User Emotions In Social Media Text Jul 1, 2018 Feature Engineering General Classification
— Unverified Keyphrases Extraction from User-Generated Contents in Healthcare Domain Using Long Short-Term Memory Networks Jul 1, 2018 Question Answering Text Classification
— Unverified Subcharacter Information in Japanese Embeddings: When Is It Worth It? Jul 1, 2018 Text Classification
— Unverified Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach Jul 1, 2018 Clinical Concept Extraction Deep Learning
— Unverified Semi-Supervised Learning with Auxiliary Evaluation Component for Large Scale e-Commerce Text Classification Jul 1, 2018 Classification General Classification
— Unverified Multi-task learning for interpretable cause of death classification using key phrase prediction Jul 1, 2018 General Classification Multi-Task Learning
— Unverified Hierarchical Convolutional Attention Networks for Text Classification Jul 1, 2018 Classification Document Classification
— Unverified Comparison of Representations of Named Entities for Document Classification Jul 1, 2018 Classification Document Classification
— Unverified Bridging CNNs, RNNs, and Weighted Finite-State Machines Jul 1, 2018 General Classification Representation Learning
— Unverified Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis Jul 1, 2018 General Classification text-classification
— Unverified Learning How to Actively Learn: A Deep Imitation Learning Approach Jul 1, 2018 Active Learning General Classification
Code Code Available A Deep Relevance Model for Zero-Shot Document Filtering Jul 1, 2018 Sentiment Analysis Text Classification
Code Code Available Disconnected Recurrent Neural Networks for Text Categorization Jul 1, 2018 Position Sentiment Analysis
— Unverified Subword-level Word Vector Representations for Korean Jul 1, 2018 Document Classification Language Modeling
Code Code Available Deep Reinforcement Learning for NLP Jul 1, 2018 Atari Games coreference-resolution
— Unverified Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings Jul 1, 2018 General Classification Information Retrieval
Code Code Available Paragraph-based complex networks: application to document classification and authenticity verification Jun 22, 2018 Diversity Document Classification
— Unverified The Natural Language Decathlon: Multitask Learning as Question Answering Jun 20, 2018 Decoder Domain Adaptation
Code Code Available Private Text Classification Jun 19, 2018 Classification General Classification
— Unverified An Improved Text Sentiment Classification Model Using TF-IDF and Next Word Negation Jun 17, 2018 Classification General Classification
— Unverified GILE: A Generalized Input-Label Embedding for Text Classification Jun 16, 2018 Classification General Classification
Code Code Available Humor Detection in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System Jun 14, 2018 General Classification Humor Detection
— Unverified Gender Prediction in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System Jun 14, 2018 Author Profiling Gender Prediction
— Unverified Translations as Additional Contexts for Sentence Classification Jun 14, 2018 Classification General Classification
Code Code Available SMHD: A Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions Jun 13, 2018 text-classification Text Classification
Code Code Available Cross-Lingual Task-Specific Representation Learning for Text Classification in Resource Poor Languages Jun 10, 2018 Classification General Classification
— Unverified Text Classification based on Word Subspace with Term-Frequency Jun 8, 2018 Classification General Classification
— Unverified Representation Learning of Entities and Documents from Knowledge Base Descriptions Jun 8, 2018 Entity Typing General Classification
Code Code Available Information Aggregation via Dynamic Routing for Sequence Encoding Jun 5, 2018 Sentiment Analysis text-classification
Code Code Available Adapting Neural Text Classification for Improved Software Categorization Jun 5, 2018 Classification General Classification
Code Code Available On the Importance of Attention in Meta-Learning for Few-Shot Text Classification Jun 3, 2018 Classification Few-Shot Text Classification
— Unverified A Novel Framework for Recurrent Neural Networks with Enhancing Information Processing and Transmission between Units Jun 2, 2018 General Classification image-classification
— Unverified 