Self-Governing Neural Networks for On-Device Short Text Classification Oct 1, 2018 Classification Dialog Act Classification
Code Code Available Learning Robust, Transferable Sentence Representations for Text Classification Sep 28, 2018 Classification General Classification
— Unverified Semi-supervised Learning with Multi-Domain Sentiment Word Embeddings Sep 27, 2018 Domain Adaptation text-classification
— Unverified End-to-End Hierarchical Text Classification with Label Assignment Policy Sep 27, 2018 Classification text-classification
— Unverified Zero-Resource Multilingual Model Transfer: Learning What to Share Sep 27, 2018 Cross-Lingual Transfer Mixture-of-Experts
— Unverified Counterfactual Fairness in Text Classification through Robustness Sep 27, 2018 Attribute Classification
— Unverified Understanding Convolutional Neural Networks for Text Classification Sep 21, 2018 Classification General Classification
Code Code Available Automatic Judgment Prediction via Legal Reading Comprehension Sep 18, 2018 Articles Prediction
— Unverified FRAGE: Frequency-Agnostic Word Representation Sep 18, 2018 Language Modeling Language Modelling
Code Code Available Cross-Domain Labeled LDA for Cross-Domain Text Classification Sep 16, 2018 Classification Cross-Domain Text Classification
Code Code Available Graph Convolutional Networks for Text Classification Sep 15, 2018 General Classification Sentiment Analysis
Code Code Available Topic Memory Networks for Short Text Classification Sep 11, 2018 Classification General Classification
— Unverified Multilingual Cross-domain Perspectives on Online Hate Speech Sep 11, 2018 General Classification text-classification
— Unverified Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data Sep 11, 2018 BIG-bench Machine Learning General Classification
— Unverified Unsupervised Cross-lingual Transfer of Word Embedding Spaces Sep 10, 2018 Bilingual Lexicon Induction Cross-Lingual Transfer
Code Code Available A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification Sep 10, 2018 Deep Reinforcement Learning General Classification
— Unverified Interpreting Neural Networks With Nearest Neighbors Sep 8, 2018 Feature Importance General Classification
Code Code Available Convolutional Neural Network: Text Classification Model for Open Domain Question Answering System Sep 7, 2018 General Classification Information Retrieval
— Unverified Adversarial Reprogramming of Text Classification Neural Networks Sep 6, 2018 Classification General Classification
Code Code Available An Analysis of Hierarchical Text Classification Using Word Embeddings Sep 6, 2018 BIG-bench Machine Learning Classification
— Unverified Graph-based Deep-Tree Recursive Neural Network (DTRNN) for Text Classification Sep 4, 2018 Benchmarking General Classification
— Unverified Weakly-Supervised Neural Text Classification Sep 2, 2018 Classification Feature Engineering
Code Code Available Native Language Identification With Classifier Stacking and Ensembles Sep 1, 2018 Cross-corpus General Classification
— Unverified Seeing Colors: Learning Semantic Text Encoding for Classification Aug 31, 2018 Classification General Classification
— Unverified Centroid estimation based on symmetric KL divergence for Multinomial text classification problem Aug 29, 2018 General Classification text-classification
— Unverified On Tree-Based Neural Sentence Modeling Aug 29, 2018 Sentence Sentiment Analysis
Code Code Available Rule induction for global explanation of trained models Aug 29, 2018 Feature Importance text-classification
Code Code Available Rational Recurrences Aug 28, 2018 Language Modeling Language Modelling
Code Code Available Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification Aug 26, 2018 Classification General Classification
Code Code Available Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set Aug 25, 2018 Dialect Identification General Classification
— Unverified 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 Interpretable Rationale Augmented Charge Prediction System Aug 1, 2018 Classification Deep Reinforcement Learning
— 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 Learning to Generate Word Representations using Subword Information Aug 1, 2018 Chunking Language Modeling
— 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 Task-oriented Word Embedding for Text Classification Aug 1, 2018 Classification General Classification
Code Code Available Simple Algorithms For Sentiment Analysis On Sentiment Rich, Data Poor Domains. Aug 1, 2018 Sentiment Analysis Text Classification
— Unverified Deep Bayesian Learning and Understanding Aug 1, 2018 Document Summarization Machine Translation
— Unverified A Pseudo Label based Dataless Naive Bayes Algorithm for Text Classification with Seed Words Aug 1, 2018 General Classification Pseudo Label
— Unverified Enhanced Aspect Level Sentiment Classification with Auxiliary Memory Aug 1, 2018 Classification Feature Engineering
— Unverified Few-Shot Charge Prediction with Discriminative Legal Attributes Aug 1, 2018 Attribute Prediction
Code Code Available 