Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power Sep 30, 2019 Classification General Classification
— Unverified W-RNN: News text classification based on a Weighted RNN Sep 28, 2019 Classification General Classification
— Unverified Generalized Zero-shot ICD Coding Sep 28, 2019 Classification General Classification
— Unverified Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification Sep 26, 2019 General Classification Sentence
— Unverified A New Multi-input Model with the Attention Mechanism for Text Classification Sep 25, 2019 Classification text-classification
— Unverified Anchor & Transform: Learning Sparse Representations of Discrete Objects Sep 25, 2019 Language Modeling Language Modelling
— Unverified EDUCE: Explaining model Decision through Unsupervised Concepts Extraction Sep 25, 2019 model Prediction
— Unverified Soft Token Matching for Interpretable Low-Resource Classification Sep 25, 2019 Classification text-classification
— Unverified The Power of Communities: A Text Classification Model with Automated Labeling Process Using Network Community Detection Sep 25, 2019 Articles Classification
— Unverified Sampling Bias in Deep Active Classification: An Empirical Study Sep 20, 2019 Active Learning Classification
Code Code Available Quantitative Impact of Label Noise on the Quality of Segmentation of Brain Tumors on MRI scans Sep 18, 2019 Brain Tumor Segmentation Deep Learning
— Unverified Recursive Graphical Neural Networks for Text Classification Sep 18, 2019 Classification General Classification
— Unverified Dual Adversarial Co-Learning for Multi-Domain Text Classification Sep 18, 2019 Classification General Classification
— Unverified Ludwig: a type-based declarative deep learning toolbox Sep 17, 2019 Decoder Deep Learning
Code Code Available Short-Text Classification Using Unsupervised Keyword Expansion Sep 16, 2019 Classification General Classification
— Unverified Prediction Uncertainty Estimation for Hate Speech Classification Sep 16, 2019 Bayesian Inference Classification
— Unverified Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise Modulations Sep 14, 2019 Audio Super-Resolution Super-Resolution
Code Code Available Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification Sep 12, 2019 BIG-bench Machine Learning Binary text classification
Code Code Available Spam filtering on forums: A synthetic oversampling based approach for imbalanced data classification Sep 10, 2019 Classification General Classification
— Unverified Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification Sep 9, 2019 Classification Entity Typing
— Unverified Transformer to CNN: Label-scarce distillation for efficient text classification Sep 8, 2019 General Classification text-classification
— Unverified Transfer Learning Robustness in Multi-Class Categorization by Fine-Tuning Pre-Trained Contextualized Language Models Sep 8, 2019 General Classification text-classification
Code Code Available Natural Adversarial Sentence Generation with Gradient-based Perturbation Sep 6, 2019 Decoder Sentence
Code Code Available Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification Sep 6, 2019 Blocking General Classification
Code Code Available An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Sep 4, 2019 Benchmarking General Classification
Code Code Available Neural Attentive Bag-of-Entities Model for Text Classification Sep 3, 2019 Classification General Classification
Code Code Available Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation Sep 3, 2019 Data Augmentation text-classification
Code Code Available Toward Multilingual Identification of Online Registers Sep 1, 2019 Multilingual text classification Multilingual Word Embeddings
— Unverified Sentiment Polarity Detection in Azerbaijani Social News Articles Sep 1, 2019 Articles Classification
— Unverified Sparse Victory -- A Large Scale Systematic Comparison of count-based and prediction-based vectorizers for text classification Sep 1, 2019 General Classification text-classification
Code Code Available Term Based Semantic Clusters for Very Short Text Classification Sep 1, 2019 Classification General Classification
— Unverified Comparison of Machine Learning Approaches for Industry Classification Based on Textual Descriptions of Companies Sep 1, 2019 Articles BIG-bench Machine Learning
— Unverified Turkish Tweet Classification with Transformer Encoder Sep 1, 2019 Classification General Classification
— Unverified Multiclass Text Classification on Unbalanced, Sparse and Noisy Data Sep 1, 2019 Classification General Classification
— Unverified Real Life Application of a Question Answering System Using BERT Language Model Sep 1, 2019 Language Modeling Language Modelling
— Unverified Topics to Avoid: Demoting Latent Confounds in Text Classification Sep 1, 2019 Classification General Classification
Code Code Available Out-of-Domain Detection for Low-Resource Text Classification Tasks Aug 31, 2019 BIG-bench Machine Learning Classification
Code Code Available Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach Aug 31, 2019 Articles Benchmarking
Code Code Available Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER Aug 31, 2019 General Classification named-entity-recognition
— Unverified Sequential Learning of Convolutional Features for Effective Text Classification Aug 30, 2019 Classification General Classification
— Unverified Human-grounded Evaluations of Explanation Methods for Text Classification Aug 29, 2019 Classification General Classification
Code Code Available Analyzing Customer Feedback for Product Fit Prediction Aug 28, 2019 Prediction Recommendation Systems
— Unverified Hierarchical Text Classification with Reinforced Label Assignment Aug 27, 2019 Classification Deep Reinforcement Learning
Code Code Available When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification Aug 22, 2019 Few-Shot Learning Few-Shot Text Classification
Code Code Available Evaluating Defensive Distillation For Defending Text Processing Neural Networks Against Adversarial Examples Aug 21, 2019 Adversarial Text Classification
Code Code Available PrivFT: Private and Fast Text Classification with Homomorphic Encryption Aug 19, 2019 Classification CPU
— Unverified Representing text as abstract images enables image classifiers to also simultaneously classify text Aug 19, 2019 Classification Entity Disambiguation
— Unverified A Multi-level Neural Network for Implicit Causality Detection in Web Texts Aug 18, 2019 Causal Inference Feature Engineering
Code Code Available Message Passing Attention Networks for Document Understanding Aug 17, 2019 document understanding Multi-Modal Document Classification
Code Code Available Shallow Domain Adaptive Embeddings for Sentiment Analysis Aug 16, 2019 Classification Domain Adaptation
— Unverified 