Attention-based LSTM Network for Cross-Lingual Sentiment Classification Nov 1, 2016 Classification Cross-Lingual Sentiment Classification
— Unverified Bag of What? Simple Noun Phrase Extraction for Text Analysis Nov 1, 2016 Text Classification
— Unverified Regularizing Text Categorization with Clusters of Words Nov 1, 2016 Language Modeling Language Modelling
— Unverified Recurrent Residual Learning for Sequence Classification Nov 1, 2016 Classification General Classification
— Unverified A Graph Degeneracy-based Approach to Keyword Extraction Nov 1, 2016 Document Classification Information Retrieval
Code Code Available Emotion Distribution Learning from Texts Nov 1, 2016 Emotion Classification Emotion Recognition
— Unverified Neural Sentiment Classification with User and Product Attention Nov 1, 2016 Classification Feature Engineering
Code Code Available Weakly Supervised Tweet Stance Classification by Relational Bootstrapping Nov 1, 2016 Classification General Classification
— Unverified Deep Multi-Task Learning with Shared Memory for Text Classification Nov 1, 2016 Classification General Classification
— Unverified Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation Oct 14, 2016 Classification Density Estimation
— Unverified Supervised Term Weighting Metrics for Sentiment Analysis in Short Text Oct 10, 2016 General Classification Information Retrieval
— Unverified 以多重表示選擇文章分類的樣本(Using Multiple Representations to Select Instances for Text Classification)[In Chinese] Oct 1, 2016 text-classification Text Classification
— Unverified Modeling Language Change in Historical Corpora: The Case of Portuguese Sep 30, 2016 General Classification POS
— Unverified A Hackathon for Classical Tibetan Sep 27, 2016 General Classification text-classification
— Unverified Deep Multi-Task Learning with Shared Memory Sep 23, 2016 General Classification Multi-Task Learning
— Unverified Unsupervised Identification of Translationese Sep 11, 2016 Clustering General Classification
— Unverified Harassment detection: a benchmark on the #HackHarassment dataset Sep 9, 2016 BIG-bench Machine Learning text-classification
— Unverified On Horizontal and Vertical Separation in Hierarchical Text Classification Sep 2, 2016 Classification General Classification
— Unverified Deriving Players \& Themes in the Regesta Imperii using SVMs and Neural Networks Aug 1, 2016 Text Classification
— Unverified Cross-domain Text Classification with Multiple Domains and Disparate Label Sets Aug 1, 2016 Cross-Domain Text Classification General Classification
— Unverified ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling Aug 1, 2016 Active Learning Text Classification
— Unverified Brave New World: Uncovering Topical Dynamics in the ACL Anthology Reference Corpus Using Term Life Cycle Information Aug 1, 2016 Text Classification
— Unverified Learning Word Importance with the Neural Bag-of-Words Model Aug 1, 2016 Representation Learning Sentiment Analysis
Code Code Available Bilingual Segmented Topic Model Aug 1, 2016 model Text Classification
— Unverified Applying deep learning on electronic health records in Swedish to predict healthcare-associated infections Aug 1, 2016 Text Classification
— Unverified The ILSP/ARC submission to the WMT 2016 Bilingual Document Alignment Shared Task Aug 1, 2016 ARC Language Identification
— Unverified CSE: Conceptual Sentence Embeddings based on Attention Model Aug 1, 2016 Information Retrieval Sentence
— Unverified Jointly Learning to Embed and Predict with Multiple Languages Aug 1, 2016 Cross-Lingual Transfer Language Modeling
— Unverified A Personalized Markov Clustering and Deep Learning Approach for Arabic Text Categorization Aug 1, 2016 Clustering General Classification
— Unverified A Domain Adaptation Regularization for Denoising Autoencoders Aug 1, 2016 Denoising Document Ranking
— Unverified Learning Structured Predictors from Bandit Feedback for Interactive NLP Aug 1, 2016 Machine Translation Stochastic Optimization
— Unverified Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization Aug 1, 2016 Dependency Parsing Document Classification
— Unverified A Constituent Syntactic Parse Tree Based Discourse Parser Aug 1, 2016 Question Answering Text Classification
— Unverified Modelling the Combination of Generic and Target Domain Embeddings in a Convolutional Neural Network for Sentence Classification Aug 1, 2016 Chunking General Classification
— Unverified Deep Fusion LSTMs for Text Semantic Matching Aug 1, 2016 Machine Translation Question Answering
— Unverified Identifying Depression on Twitter Jul 25, 2016 General Classification text-classification
— Unverified Opinion Mining in Online Reviews About Distance Education Programs Jul 21, 2016 General Classification Opinion Mining
— Unverified Actionable and Political Text Classification using Word Embeddings and LSTM Jul 8, 2016 Classification General Classification
— Unverified Interactive Semantic Featuring for Text Classification Jun 24, 2016 Classification General Classification
— Unverified An empirical study on large scale text classification with skip-gram embeddings Jun 21, 2016 Classification General Classification
— Unverified Optimization Methods for Large-Scale Machine Learning Jun 15, 2016 BIG-bench Machine Learning Text Classification
Code Code Available Active Discriminative Text Representation Learning Jun 14, 2016 Active Learning Classification
— Unverified e-Commerce product classification: our participation at cDiscount 2015 challenge Jun 9, 2016 General Classification text-classification
— Unverified Large scale biomedical texts classification: a kNN and an ESA-based approaches Jun 9, 2016 Classification General Classification
— Unverified Very Deep Convolutional Networks for Text Classification Jun 6, 2016 General Classification Text Classification
Code Code Available PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification Jun 1, 2016 Classification General Classification
Code Code Available Automatic Triage of Mental Health Forum Posts Jun 1, 2016 Sentiment Analysis Text Classification
— Unverified Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification Jun 1, 2016 Dependency Parsing General Classification
— Unverified Automatic Triage of Mental Health Online Forum Posts: CLPsych 2016 System Description Jun 1, 2016 Text Classification
— Unverified Scalable Statistical Relational Learning for NLP Jun 1, 2016 Coreference Resolution Relational Reasoning
— Unverified 