Intentional Control of Type I Error over Unconscious Data Distortion: a Neyman-Pearson Approach to Text Classification Feb 7, 2018 Classification General Classification
Code Code Available Recursive Feature Generation for Knowledge-based Learning Jan 31, 2018 General Classification Inductive Learning
— Unverified Support Vector Machine Active Learning Algorithms with Query-by-Committee versus Closest-to-Hyperplane Selection Jan 24, 2018 Active Learning General Classification
— Unverified Impact of Batch Size on Stopping Active Learning for Text Classification Jan 24, 2018 Active Learning General Classification
— Unverified Efficient Text Classification Using Tree-structured Multi-linear Principal Component Analysis Jan 20, 2018 Dimensionality Reduction General Classification
— Unverified Investigating the Working of Text Classifiers Jan 19, 2018 Classification General Classification
Code Code Available A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks Jan 19, 2018 General Classification text-classification
Code Code Available Predicting Movie Genres Based on Plot Summaries Jan 15, 2018 BIG-bench Machine Learning Classification
Code Code Available PixelLink: Detecting Scene Text via Instance Segmentation Jan 4, 2018 Instance Segmentation regression
Code Code Available Zero-shot Cross Language Text Classification Jan 1, 2018 Classification General Classification
— Unverified Character Level Based Detection of DGA Domain Names Jan 1, 2018 General Classification text-classification
— Unverified A New Method of Region Embedding for Text Classification Jan 1, 2018 Classification General Classification
Code Code Available Compact Encoding of Words for Efficient Character-level Convolutional Neural Networks Text Classification Jan 1, 2018 General Classification text-classification
— Unverified Fast and Accurate Text Classification: Skimming, Rereading and Early Stopping Jan 1, 2018 Classification General Classification
— Unverified HotFlip: White-Box Adversarial Examples for Text Classification Dec 19, 2017 Classification General Classification
Code Code Available Train Once, Test Anywhere: Zero-Shot Learning for Text Classification Dec 16, 2017 Classification General Classification
Code Code Available A Novel Way of Identifying Cyber Predators Dec 11, 2017 General Classification Language Modeling
— Unverified Fast Nearest-Neighbor Classification using RNN in Domains with Large Number of Classes Dec 11, 2017 General Classification text-classification
— Unverified Regularization and feature selection for large dimensional data Dec 6, 2017 feature selection General Classification
— Unverified Convolutional Neural Networks for Medical Diagnosis from Admission Notes Dec 6, 2017 Decision Making Diagnostic
— Unverified Topics and Label Propagation: Best of Both Worlds for Weakly Supervised Text Classification Dec 4, 2017 General Classification text-classification
— Unverified Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based Trading Dec 1, 2017 Feature Engineering Language Modeling
— Unverified A Learning Error Analysis for Structured Prediction with Approximate Inference Dec 1, 2017 Dependency Parsing General Classification
— Unverified YNU-HPCC at IJCNLP-2017 Task 4: Attention-based Bi-directional GRU Model for Customer Feedback Analysis Task of English Dec 1, 2017 Classification General Classification
— Unverified Bingo at IJCNLP-2017 Task 4: Augmenting Data using Machine Translation for Cross-linguistic Customer Feedback Classification Dec 1, 2017 Feature Engineering General Classification
— Unverified A Modified Cosine-Similarity based Log Kernel for Support Vector Machines in the Domain of Text Classification Dec 1, 2017 General Classification text-classification
— Unverified Leveraging Linguistic Resources for Improving Neural Text Classification Dec 1, 2017 Classification Document Classification
— Unverified NITMZ-JU at IJCNLP-2017 Task 4: Customer Feedback Analysis Dec 1, 2017 Text Classification
— Unverified Open Set Text Classification Using CNNs Dec 1, 2017 Classification General Classification
— Unverified All-In-1 at IJCNLP-2017 Task 4: Short Text Classification with One Model for All Languages Dec 1, 2017 All General Classification
— Unverified Towards Accurate Deceptive Opinion Spam Detection based on Word Order-preserving CNN Nov 25, 2017 Deep Learning Spam detection
— Unverified Towards better understanding of gradient-based attribution methods for Deep Neural Networks Nov 16, 2017 text-classification Text Classification
Code Code Available CMU LiveMedQA at TREC 2017 LiveQA: A Consumer Health Question Answering System Nov 15, 2017 Answer Generation General Classification
— Unverified On Extending Neural Networks with Loss Ensembles for Text Classification Nov 14, 2017 General Classification Meta-Learning
— Unverified Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension Nov 10, 2017 General Classification named-entity-recognition
— Unverified Multi-label Dataless Text Classification with Topic Modeling Nov 5, 2017 Classification General Classification
Code Code Available MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews Nov 1, 2017 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified Stylometric Studies based on Tone and Word Length Motifs Nov 1, 2017 General Classification Text Classification
— Unverified Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising Nov 1, 2017 Classification General Classification
— Unverified Joint Learning of Dialog Act Segmentation and Recognition in Spoken Dialog Using Neural Networks Nov 1, 2017 Automatic Speech Recognition (ASR) Natural Language Understanding
— Unverified Exploring the Use of Text Classification in the Legal Domain Oct 25, 2017 Classification General Classification
— Unverified Re-evaluating the need for Modelling Term-Dependence in Text Classification Problems Oct 25, 2017 Classification General Classification
— Unverified Deep Health Care Text Classification Oct 23, 2017 Classification Feature Engineering
— Unverified Multi-Task Label Embedding for Text Classification Oct 17, 2017 Classification General Classification
— Unverified Convolutional Neural Networks for Sentiment Classification on Business Reviews Oct 16, 2017 Classification General Classification
— Unverified Learning Context-Sensitive Convolutional Filters for Text Processing Sep 25, 2017 Paraphrase Identification Sentence
— Unverified DOC: Deep Open Classification of Text Documents Sep 25, 2017 Classification General Classification
— Unverified Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words Sep 19, 2017 General Classification Relation Classification
Code Code Available Word Vector Enrichment of Low Frequency Words in the Bag-of-Words Model for Short Text Multi-class Classification Problems Sep 18, 2017 General Classification Multi-class Classification
— Unverified Co-training for Demographic Classification Using Deep Learning from Label Proportions Sep 13, 2017 Attribute Classification
— Unverified 