Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction Apr 11, 2020 Active Learning Decision Making
— Unverified Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer Apr 10, 2020 Dimensionality Reduction General Classification
— Unverified From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture Apr 7, 2020 Classification General Classification
— Unverified Exemplar Auditing for Multi-Label Biomedical Text Classification Apr 7, 2020 Classification General Classification
— Unverified Joint Embedding of Words and Category Labels for Hierarchical Multi-label Text Classification Apr 6, 2020 Classification General Classification
— Unverified Knowledge Guided Metric Learning for Few-Shot Text Classification Apr 4, 2020 Classification Few-Shot Learning
— Unverified Comparative Analysis of N-gram Text Representation on Igbo Text Document Similarity Apr 1, 2020 Articles Clustering
— Unverified Deep Learning Based Multi-Label Text Classification of UNGA Resolutions Apr 1, 2020 Classification Deep Learning
Code Code Available Appraisal Theories for Emotion Classification in Text Mar 31, 2020 Classification Emotion Classification
— Unverified A Novel Method of Extracting Topological Features from Word Embeddings Mar 29, 2020 text-classification Text Classification
— Unverified Seeing The Whole Patient: Using Multi-Label Medical Text Classification Techniques to Enhance Predictions of Medical Codes Mar 29, 2020 Binary Classification General Classification
Code Code Available Topological Data Analysis in Text Classification: Extracting Features with Additive Information Mar 29, 2020 General Classification Information Retrieval
— Unverified Heavy-tailed Representations, Text Polarity Classification & Data Augmentation Mar 25, 2020 Attribute Classification
— Unverified Adversarial Multi-Binary Neural Network for Multi-class Classification Mar 25, 2020 Classification General Classification
— Unverified Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections Mar 19, 2020 Descriptive Diversity
— Unverified Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies Mar 18, 2020 Language Modeling Language Modelling
— Unverified TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding Mar 16, 2020 Machine Translation Natural Language Inference
— Unverified A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification Mar 16, 2020 Classification Domain Adaptation
— Unverified Neural Generators of Sparse Local Linear Models for Achieving both Accuracy and Interpretability Mar 13, 2020 text-classification Text Classification
— Unverified Text classification with word embedding regularization and soft similarity measure Mar 10, 2020 Classification Document Classification
Code Code Available Generating Natural Language Adversarial Examples on a Large Scale with Generative Models Mar 10, 2020 Adversarial Text General Classification
— Unverified SeMemNN: A Semantic Matrix-Based Memory Neural Network for Text Classification Mar 4, 2020 Articles General Classification
Code Code Available Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification Mar 3, 2020 Automated Feature Engineering BIG-bench Machine Learning
— Unverified Meta-Embeddings Based On Self-Attention Mar 3, 2020 Language Modelling Machine Translation
— Unverified Inferring the source of official texts: can SVM beat ULMFiT? Mar 2, 2020 Text Classification Transfer Learning
Code Code Available Depth-Adaptive Graph Recurrent Network for Text Classification Feb 29, 2020 Classification General Classification
Code Code Available Conjugate-gradient-based Adam for stochastic optimization and its application to deep learning Feb 29, 2020 Classification General Classification
— Unverified Diversity-Based Generalization for Unsupervised Text Classification under Domain Shift Feb 25, 2020 Classification Diversity
Code Code Available Label-guided Learning for Text Classification Feb 25, 2020 Classification General Classification
— Unverified Incorporating Effective Global Information via Adaptive Gate Attention for Text Classification Feb 22, 2020 General Classification Sentence
— Unverified Tree-structured Attention with Hierarchical Accumulation Feb 19, 2020 text-classification Text Classification
— Unverified Text Classification with Lexicon from PreAttention Mechanism Feb 18, 2020 Classification General Classification
— Unverified The Utility of General Domain Transfer Learning for Medical Language Tasks Feb 16, 2020 Classification General Classification
— Unverified Learning Not to Learn in the Presence of Noisy Labels Feb 16, 2020 Memorization text-classification
— Unverified Active Bayesian Assessment for Black-Box Classifiers Feb 16, 2020 text-classification Text Classification
Code Code Available Comparison of Turkish Word Representations Trained on Different Morphological Forms Feb 13, 2020 Language Modeling Language Modelling
— Unverified Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning Feb 10, 2020 Decision Making General Classification
— Unverified Short Text Classification via Knowledge powered Attention with Similarity Matrix based CNN Feb 9, 2020 General Classification text-classification
— Unverified Description Based Text Classification with Reinforcement Learning Feb 8, 2020 Classification General Classification
— Unverified Geosocial Location Classification: Associating Type to Places Based on Geotagged Social-Media Posts Feb 5, 2020 General Classification Text Classification
— Unverified Iterative Data Programming for Expanding Text Classification Corpora Feb 4, 2020 Classification Denoising
— Unverified Multi-label Relation Modeling in Facial Action Units Detection Feb 4, 2020 General Classification Multi-Label Classification
— Unverified Safe Exploration for Optimizing Contextual Bandits Feb 2, 2020 counterfactual Information Retrieval
Code Code Available FastWordBug: A Fast Method To Generate Adversarial Text Against NLP Applications Jan 31, 2020 Adversarial Text General Classification
— Unverified Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions Jan 31, 2020 Benchmarking Classification
Code Code Available Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings Jan 25, 2020 General Classification Knowledge Distillation
— Unverified Deceptive AI Explanations: Creation and Detection Jan 21, 2020 text-classification Text Classification
— Unverified Early Forecasting of Text Classification Accuracy and F-Measure with Active Learning Jan 20, 2020 Active Learning Classification
— Unverified Short Text Classification via Term Graph Jan 20, 2020 Classification General Classification
— Unverified Deep Learning for Hindi Text Classification: A Comparison Jan 19, 2020 Classification Deep Learning
— Unverified 