Improve Lexicon-based Word Embeddings By Word Sense Disambiguation Jul 24, 2017 General Classification text-classification
— Unverified Multi-Oriented Text Detection and Verification in Video Frames and Scene Images Jul 22, 2017 Clustering Curved Text Detection
— Unverified Do Convolutional Networks need to be Deep for Text Classification ? Jul 13, 2017 Classification General Classification
— Unverified A Generalized Recurrent Neural Architecture for Text Classification with Multi-Task Learning Jul 10, 2017 General Classification Multi-Task Learning
— Unverified On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis Jul 6, 2017 Sentiment Analysis Text Categorization
Code Code Available A Deep Network with Visual Text Composition Behavior Jul 5, 2017 General Classification Sentence
— Unverified Predicting Depression for Japanese Blog Text Jul 1, 2017 Feature Engineering Text Classification
— Unverified Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural Network Jul 1, 2017 EEG Electroencephalogram (EEG)
— Unverified Deep Pyramid Convolutional Neural Networks for Text Categorization Jul 1, 2017 Sentiment Analysis Sentiment Classification
Code Code Available Topical Coherence in LDA-based Models through Induced Segmentation Jul 1, 2017 Ad-Hoc Information Retrieval General Classification
Code Code Available Improving text classification with vectors of reduced precision Jun 20, 2017 Classification Dimensionality Reduction
Code Code Available Topic Modeling for Classification of Clinical Reports Jun 19, 2017 Classification Computed Tomography (CT)
— Unverified JCTC: A Large Job posting Corpus for Text Classification Jun 12, 2017 Classification General Classification
— Unverified Trimming and Improving Skip-thought Vectors Jun 9, 2017 Decoder Sentence
— Unverified CRNN: A Joint Neural Network for Redundancy Detection Jun 4, 2017 Benchmarking General Classification
Code Code Available Authorship Verification based on Compression-Models Jun 1, 2017 Authorship Verification Text Classification
Code Code Available Character-Based Text Classification using Top Down Semantic Model for Sentence Representation May 29, 2017 Deep Learning General Classification
— Unverified Contextual Explanation Networks May 29, 2017 Image Classification Interpretability Techniques for Deep Learning
Code Code Available A WL-SPPIM Semantic Model for Document Classification May 26, 2017 Classification Document Classification
— Unverified Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research May 17, 2017 Articles Classification
— Unverified Using Titles vs. Full-text as Source for Automated Semantic Document Annotation May 15, 2017 Articles Classification
Code Code Available Cross-lingual Distillation for Text Classification May 5, 2017 Classification General Classification
Code Code Available Learning with learner corpora: Using the TLE for native language identification May 1, 2017 Language Acquisition Language Identification
— Unverified The Effect of Translationese on Tuning for Statistical Machine Translation May 1, 2017 Language Modeling Language Modelling
— Unverified Regularizing Model Complexity and Label Structure for Multi-Label Text Classification May 1, 2017 General Classification Multi Label Text Classification
Code Code Available A Survey of Neural Network Techniques for Feature Extraction from Text Apr 27, 2017 General Classification text-classification
— Unverified Deep Text Classification Can be Fooled Apr 26, 2017 Classification General Classification
— Unverified Deep Learning based Isolated Arabic Scene Character Recognition Apr 22, 2017 Deep Learning Scene Text Recognition
— Unverified Medical Text Classification using Convolutional Neural Networks Apr 22, 2017 Classification General Classification
— Unverified Adversarial Multi-task Learning for Text Classification Apr 19, 2017 Classification General Classification
— Unverified End-to-End Multi-View Networks for Text Classification Apr 19, 2017 Classification General Classification
— Unverified Learning Character-level Compositionality with Visual Features Apr 17, 2017 text-classification Text Classification
Code Code Available An Automated Text Categorization Framework based on Hyperparameter Optimization Apr 6, 2017 Authorship Attribution General Classification
Code Code Available Discriminating between Similar Languages with Word-level Convolutional Neural Networks Apr 1, 2017 Language Identification Question Answering
— Unverified CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects Apr 1, 2017 General Classification Language Identification
— Unverified Exploring Lexical and Syntactic Features for Language Variety Identification Apr 1, 2017 BIG-bench Machine Learning Language Identification
— Unverified Comparison of Short-Text Sentiment Analysis Methods for Croatian Apr 1, 2017 General Classification Sentiment Analysis
— Unverified Semantic Similarity of Arabic Sentences with Word Embeddings Apr 1, 2017 Descriptive Information Retrieval
— Unverified Measuring Topic Coherence through Optimal Word Buckets Apr 1, 2017 General Classification Information Retrieval
— Unverified Deception detection in Russian texts Apr 1, 2017 Deception Detection text-classification
— Unverified Single and Cross-domain Polarity Classification using String Kernels Apr 1, 2017 Classification Domain Adaptation
— Unverified Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm Apr 1, 2017 General Classification Sentiment Analysis
— Unverified Continuous N-gram Representations for Authorship Attribution Apr 1, 2017 Authorship Attribution General Classification
— Unverified Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis Apr 1, 2017 Decision Making Dimensionality Reduction
— Unverified Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes Mar 22, 2017 Classification General Classification
— Unverified Metalearning for Feature Selection Mar 20, 2017 Classification feature selection
— Unverified Generative and Discriminative Text Classification with Recurrent Neural Networks Mar 6, 2017 Classification Continual Learning
Code Code Available Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning Mar 5, 2017 Bayesian Optimization Classification
— Unverified Studying Positive Speech on Twitter Feb 24, 2017 General Classification Opinion Mining
— Unverified Analysis and Optimization of fastText Linear Text Classifier Feb 17, 2017 Classification Deep Learning
— Unverified 