Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection Apr 4, 2020 Classification Decision Making
Code Code Available Deep Learning Based Multi-Label Text Classification of UNGA Resolutions Apr 1, 2020 Classification Deep Learning
Code Code Available Comparative Analysis of N-gram Text Representation on Igbo Text Document Similarity Apr 1, 2020 Articles Clustering
— Unverified Appraisal Theories for Emotion Classification in Text Mar 31, 2020 Classification Emotion 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 A Novel Method of Extracting Topological Features from Word Embeddings Mar 29, 2020 text-classification Text Classification
— Unverified Topological Data Analysis in Text Classification: Extracting Features with Additive Information Mar 29, 2020 General Classification Information Retrieval
— Unverified Adversarial Multi-Binary Neural Network for Multi-class Classification Mar 25, 2020 Classification General Classification
— Unverified Heavy-tailed Representations, Text Polarity Classification & Data Augmentation Mar 25, 2020 Attribute Classification
— Unverified Multi-Label Text Classification using Attention-based Graph Neural Network Mar 22, 2020 Classification General Classification
Code Code Available 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 Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data Mar 16, 2020 Classification Data Augmentation
Code Code Available 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 Generating Natural Language Adversarial Examples on a Large Scale with Generative Models Mar 10, 2020 Adversarial Text General Classification
— Unverified Text classification with word embedding regularization and soft similarity measure Mar 10, 2020 Classification Document Classification
Code Code Available SeMemNN: A Semantic Matrix-Based Memory Neural Network for Text Classification Mar 4, 2020 Articles General Classification
Code Code Available Meta-Embeddings Based On Self-Attention Mar 3, 2020 Language Modelling Machine Translation
— Unverified 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 Inferring the source of official texts: can SVM beat ULMFiT? Mar 2, 2020 Text Classification Transfer Learning
Code Code Available Conjugate-gradient-based Adam for stochastic optimization and its application to deep learning Feb 29, 2020 Classification General Classification
— Unverified Depth-Adaptive Graph Recurrent Network for Text Classification Feb 29, 2020 Classification General Classification
Code Code Available TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing Feb 28, 2020 Knowledge Distillation Reading Comprehension
Code Code Available 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 MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network Feb 24, 2020 Document Classification General Classification
Code Code Available Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation Feb 24, 2020 Natural Language Inference text-classification
Code Code Available 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 Gradient-Based Adversarial Training on Transformer Networks for Detecting Check-Worthy Factual Claims Feb 18, 2020 text-classification Text Classification
Code Code Available Incorporating BERT into Neural Machine Translation Feb 17, 2020 Decoder Machine Translation
Code Code Available Learning Not to Learn in the Presence of Noisy Labels Feb 16, 2020 Memorization text-classification
— Unverified The Utility of General Domain Transfer Learning for Medical Language Tasks Feb 16, 2020 Classification General 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 Multi-label Relation Modeling in Facial Action Units Detection Feb 4, 2020 General Classification Multi-Label Classification
— Unverified Iterative Data Programming for Expanding Text Classification Corpora Feb 4, 2020 Classification Denoising
— Unverified Safe Exploration for Optimizing Contextual Bandits Feb 2, 2020 counterfactual Information Retrieval
Code Code Available Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions Jan 31, 2020 Benchmarking Classification
Code Code Available FastWordBug: A Fast Method To Generate Adversarial Text Against NLP Applications Jan 31, 2020 Adversarial Text General Classification
— Unverified Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings Jan 25, 2020 General Classification Knowledge Distillation
— Unverified Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Jan 21, 2020 Few-Shot Text Classification General Classification
Code Code Available Deceptive AI Explanations: Creation and Detection Jan 21, 2020 text-classification Text Classification
— Unverified 