Stopping Active Learning based on Predicted Change of F Measure for Text Classification Jan 26, 2019 Active Learning General Classification
— Unverified Universal Rules for Fooling Deep Neural Networks based Text Classification Jan 22, 2019 Classification General Classification
— Unverified Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings Jan 22, 2019 General Classification Semi-Supervised Text Classification
Code Code Available Hierarchical Attentional Hybrid Neural Networks for Document Classification Jan 20, 2019 Classification Document Classification
Code Code Available Identifying Unclear Questions in Community Question Answering Websites Jan 18, 2019 Community Question Answering General Classification
Code Code Available Sentiment Classification of Customer Reviews about Automobiles in Roman Urdu Dec 30, 2018 Attribute Classification
— Unverified Weakly-Supervised Hierarchical Text Classification Dec 29, 2018 Blocking Classification
Code Code Available Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification Dec 22, 2018 Classification Cross-Lingual Document Classification
— Unverified Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings Dec 22, 2018 GPU text-classification
— Unverified Conditional BERT Contextual Augmentation Dec 17, 2018 Data Augmentation Language Modeling
Code Code Available Measuring Similarity: Computationally Reproducing the Scholar's Interests Dec 14, 2018 Articles Classification
— Unverified TextBugger: Generating Adversarial Text Against Real-world Applications Dec 13, 2018 Adversarial Text Machine Translation
Code Code Available Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding Dec 5, 2018 Classification Clustering
— Unverified Practical Text Classification With Large Pre-Trained Language Models Dec 4, 2018 Classification Emotion Classification
Code Code Available Universal Language Model Fine-tuning for Patent Classification Dec 1, 2018 Classification General Classification
— Unverified Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification Dec 1, 2018 Adversarial Text General Classification
Code Code Available Multi-task Learning over Graph Structures Nov 26, 2018 General Classification Multi-Task Learning
— Unverified Evolutionary-Neural Hybrid Agents for Architecture Search Nov 24, 2018 Deep Reinforcement Learning Evolutionary Algorithms
— Unverified Explicit Interaction Model towards Text Classification Nov 23, 2018 Classification General Classification
Code Code Available Contextualized Non-local Neural Networks for Sequence Learning Nov 21, 2018 General Classification Sentence
— Unverified ML-Net: multi-label classification of biomedical texts with deep neural networks Nov 13, 2018 Benchmarking Classification
Code Code Available Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces Nov 12, 2018 General Classification Graph Embedding
— Unverified Doc2Im: document to image conversion through self-attentive embedding Nov 8, 2018 Document To Image Conversion document understanding
— Unverified Looking Deeper into Deep Learning Model: Attribution-based Explanations of TextCNN Nov 8, 2018 Sentence text-classification
— Unverified Semantic Term "Blurring" and Stochastic "Barcoding" for Improved Unsupervised Text Classification Nov 6, 2018 Clustering Document Classification
— Unverified Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks Nov 5, 2018 Classification General Classification
Code Code Available Comparison of Classification Algorithms Used Medical Documents Categorization Nov 2, 2018 Classification feature selection
— Unverified Transductive Learning with String Kernels for Cross-Domain Text Classification Nov 2, 2018 Classification Cross-Domain Text Classification
— Unverified Towards Explainable NLP: A Generative Explanation Framework for Text Classification Nov 1, 2018 BIG-bench Machine Learning Classification
— Unverified Online Embedding Compression for Text Classification using Low Rank Matrix Factorization Nov 1, 2018 General Classification Quantization
— Unverified Importance of Self-Attention for Sentiment Analysis Nov 1, 2018 Classification Decision Making
— Unverified Convolutions Are All You Need (For Classifying Character Sequences) Nov 1, 2018 All Classification
— Unverified The Data Challenge in Misinformation Detection: Source Reputation vs. Content Veracity Nov 1, 2018 Articles Domain Generalization
Code Code Available When does deep multi-task learning work for loosely related document classification tasks? Nov 1, 2018 Document Classification General Classification
— Unverified Word Mover's Embedding: From Word2Vec to Document Embedding Oct 30, 2018 Document Embedding General Classification
Code Code Available Learning and Interpreting Multi-Multi-Instance Learning Networks Oct 26, 2018 General Classification image-classification
— Unverified Learning with Interpretable Structure from Gated RNN Oct 25, 2018 Clustering text-classification
— Unverified A Text Classification Application: Poet Detection from Poetry Oct 24, 2018 Classification feature selection
— Unverified Image-based Natural Language Understanding Using 2D Convolutional Neural Networks Oct 24, 2018 Classification General Classification
— Unverified Compositional Coding Capsule Network with K-Means Routing for Text Classification Oct 22, 2018 Classification Clustering
Code Code Available Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments Oct 19, 2018 Domain Adaptation General Classification
Code Code Available INFODENS: An Open-source Framework for Learning Text Representations Oct 16, 2018 Feature Engineering General Classification
Code Code Available Subword Semantic Hashing for Intent Classification on Small Datasets Oct 16, 2018 Chatbot General Classification
Code Code Available Mixture of Expert/Imitator Networks: Scalable Semi-supervised Learning Framework Oct 13, 2018 General Classification text-classification
— Unverified Multi-Source Cross-Lingual Model Transfer: Learning What to Share Oct 8, 2018 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available End-to-End Text Classification via Image-based Embedding using Character-level Networks Oct 8, 2018 Document Classification General Classification
Code Code Available Text Classification of the Precursory Accelerating Seismicity Corpus: Inference on some Theoretical Trends in Earthquake Predictability Research from 1988 to 2018 Oct 5, 2018 Articles Binary Classification
— Unverified Evaluation of a Sequence Tagging Tool for Biomedical Texts Oct 1, 2018 Articles named-entity-recognition
Code Code Available DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning Oct 1, 2018 Classification Emotion Classification
Code Code Available Labeled Anchors and a Scalable, Transparent, and Interactive Classifier Oct 1, 2018 Document Classification General Classification
— Unverified 