Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces Oct 1, 2018 General Classification Multi-Label Classification
Code Code Available Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware Attention Oct 1, 2018 General Classification Text Classification
Code Code Available Did you offend me? Classification of Offensive Tweets in Hinglish Language Oct 1, 2018 Abuse Detection General Classification
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 Self-Governing Neural Networks for On-Device Short Text Classification Oct 1, 2018 Classification Dialog Act Classification
Code Code Available A Review of Standard Text Classification Practices for Multi-label Toxicity Identification of Online Content Oct 1, 2018 Classification General Classification
— Unverified Regular Expression Guided Entity Mention Mining from Noisy Web Data Oct 1, 2018 Named Entity Recognition (NER) Text Classification
— Unverified Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network Oct 1, 2018 Sentence text-classification
— Unverified MCapsNet: Capsule Network for Text with Multi-Task Learning Oct 1, 2018 Clustering General Classification
— Unverified 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 Learning Representations for Detecting Abusive Language Oct 1, 2018 Abusive Language Language Modeling
— Unverified Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection Oct 1, 2018 General Classification text-classification
— Unverified Legal Judgment Prediction via Topological Learning Oct 1, 2018 Articles Multi-Task Learning
Code Code Available Interpreting Neural Network Hate Speech Classifiers Oct 1, 2018 Hate Speech Detection Text Classification
— Unverified Deep Learning for Social Media Health Text Classification Oct 1, 2018 Binary Classification Classification
— Unverified Overview of the Third Social Media Mining for Health (SMM4H) Shared Tasks at EMNLP 2018 Oct 1, 2018 Classification General Classification
— Unverified The Effects of User Features on Twitter Hate Speech Detection Oct 1, 2018 Classification General Classification
— Unverified Drug-Use Identification from Tweets with Word and Character N-Grams Oct 1, 2018 Text Classification
— Unverified 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 Learning Robust, Transferable Sentence Representations for Text Classification Sep 28, 2018 Classification General Classification
— Unverified Counterfactual Fairness in Text Classification through Robustness Sep 27, 2018 Attribute 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 Semi-supervised Learning with Multi-Domain Sentiment Word Embeddings Sep 27, 2018 Domain Adaptation text-classification
— Unverified Understanding Convolutional Neural Networks for Text Classification Sep 21, 2018 Classification General Classification
Code Code Available FRAGE: Frequency-Agnostic Word Representation Sep 18, 2018 Language Modeling Language Modelling
Code Code Available Automatic Judgment Prediction via Legal Reading Comprehension Sep 18, 2018 Articles Prediction
— Unverified Cross-Domain Labeled LDA for Cross-Domain Text Classification Sep 16, 2018 Classification Cross-Domain Text Classification
Code Code Available 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 Topic Memory Networks for Short Text Classification Sep 11, 2018 Classification General Classification
— Unverified A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification Sep 10, 2018 Deep Reinforcement Learning General Classification
— Unverified Unsupervised Cross-lingual Transfer of Word Embedding Spaces Sep 10, 2018 Bilingual Lexicon Induction Cross-Lingual Transfer
Code Code Available 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 