Train Once, Test Anywhere: Zero-Shot Learning for Text Classification Dec 16, 2017 Classification General Classification
Code Code Available Fast Nearest-Neighbor Classification using RNN in Domains with Large Number of Classes Dec 11, 2017 General Classification text-classification
— Unverified A Novel Way of Identifying Cyber Predators Dec 11, 2017 General Classification Language Modeling
— Unverified Convolutional Neural Networks for Medical Diagnosis from Admission Notes Dec 6, 2017 Decision Making Diagnostic
— Unverified Regularization and feature selection for large dimensional data Dec 6, 2017 feature selection General Classification
— Unverified Topics and Label Propagation: Best of Both Worlds for Weakly Supervised Text Classification Dec 4, 2017 General Classification text-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 Open Set Text Classification Using CNNs Dec 1, 2017 Classification General 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 Leveraging Linguistic Resources for Improving Neural Text Classification Dec 1, 2017 Classification Document Classification
— 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 All-In-1 at IJCNLP-2017 Task 4: Short Text Classification with One Model for All Languages Dec 1, 2017 All General Classification
— Unverified NITMZ-JU at IJCNLP-2017 Task 4: Customer Feedback Analysis Dec 1, 2017 Text 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 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 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 ALL-IN-1: Short Text Classification with One Model for All Languages Oct 26, 2017 All General Classification
Code Code Available Re-evaluating the need for Modelling Term-Dependence in Text Classification Problems Oct 25, 2017 Classification General Classification
— Unverified Exploring the Use of Text Classification in the Legal Domain 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 PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts Oct 17, 2017 General Classification Sentence
Code Code Available 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 HDLTex: Hierarchical Deep Learning for Text Classification Sep 24, 2017 Classification Deep Learning
Code Code Available 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 Linguistic Features of Genre and Method Variation in Translation: A Computational Perspective Sep 13, 2017 Classification General Classification
— Unverified Co-training for Demographic Classification Using Deep Learning from Label Proportions Sep 13, 2017 Attribute Classification
— Unverified StarSpace: Embed All The Things! Sep 12, 2017 All Collaborative Filtering
Code Code Available A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data Sep 10, 2017 Binary Classification General Classification
Code Code Available Simple Recurrent Units for Highly Parallelizable Recurrence Sep 8, 2017 General Classification Machine Translation
Code Code Available From Review to Rating: Exploring Dependency Measures for Text Classification Sep 4, 2017 Classification feature selection
— Unverified Word Embeddings for Multi-label Document Classification Sep 1, 2017 Classification Document Classification
— Unverified Inter-Annotator Agreement in Sentiment Analysis: Machine Learning Perspective Sep 1, 2017 BIG-bench Machine Learning Classification
— Unverified Classification based extraction of numeric values from clinical narratives Sep 1, 2017 Classification General Classification
— Unverified Fine-grained domain classification of text using TERMIUM Plus Sep 1, 2017 Classification domain classification
Code Code Available Deception Detection for the Russian Language: Lexical and Syntactic Parameters Sep 1, 2017 Binary text classification Deception Detection
— Unverified Transparent text quality assessment with convolutional neural networks Sep 1, 2017 Feature Engineering Multi-Task Learning
— Unverified The Power of Character N-grams in Native Language Identification Sep 1, 2017 Language Identification Native Language Identification
— Unverified 