Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence Jun 1, 2016 General Classification Multi-Label Classification
— Unverified Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification Jun 1, 2016 Dependency Parsing General Classification
— Unverified Hierarchical Attention Networks for Document Classification Jun 1, 2016 Citation Intent Classification Classification
Code Code Available Scalable Statistical Relational Learning for NLP Jun 1, 2016 Coreference Resolution Relational Reasoning
— Unverified Improve Chinese Word Embeddings by Exploiting Internal Structure Jun 1, 2016 Semantic Textual Similarity Text Classification
Code Code Available Breaking the Closed World Assumption in Text Classification Jun 1, 2016 Classification General Classification
— Unverified On a Topic Model for Sentences Jun 1, 2016 General Classification model
Code Code Available Adversarial Training Methods for Semi-Supervised Text Classification May 25, 2016 Classification General Classification
Code Code Available DeepText: A Unified Framework for Text Proposal Generation and Text Detection in Natural Images May 24, 2016 Region Proposal Text Classification
Code Code Available Recurrent Neural Network for Text Classification with Multi-Task Learning May 17, 2016 Classification Emotion Recognition in Conversation
— Unverified Rationale-Augmented Convolutional Neural Networks for Text Classification May 14, 2016 Classification General Classification
Code Code Available Comparing Speech and Text Classification on ICNALE May 1, 2016 Classification General Classification
— Unverified Compilation of an Arabic Children's Corpus May 1, 2016 General Classification text-classification
— Unverified SYN2015: Representative Corpus of Contemporary Written Czech May 1, 2016 text-classification Text Classification
— Unverified Revisiting Semi-Supervised Learning with Graph Embeddings Mar 29, 2016 Document Classification Entity Extraction using GAN
Code Code Available Text-attentional convolutional neural network for scene text detection Mar 24, 2016 Multi-Task Learning Scene Text Detection
— Unverified Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks Mar 12, 2016 Classification General Classification
Code Code Available Variational Autoencoders for Semi-supervised Text Classification Mar 8, 2016 Classification Decoder
— Unverified Toward Optimal Feature Selection in Naive Bayes for Text Categorization Feb 9, 2016 feature selection General Classification
— Unverified Scalable Text Mining with Sparse Generative Models Feb 7, 2016 General Classification Retrieval
— Unverified Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings Feb 7, 2016 Sentiment Analysis Text Categorization
— Unverified Trans-gram, Fast Cross-lingual Word-embeddings Jan 11, 2016 Cross-Lingual Word Embeddings General Classification
— Unverified Complex Decomposition of the Negative Distance kernel Jan 5, 2016 Document Classification General Classification
— Unverified Improving Question Classification by Feature Extraction and Selection Jan 1, 2016 Classification feature selection
— Unverified Understanding Satirical Articles Using Common-Sense Jan 1, 2016 Articles Classification
— Unverified Inducing Generalized Multi-Label Rules with Learning Classifier Systems Dec 25, 2015 Classification General Classification
Code Code Available Using Skipgrams, Bigrams, and Part of Speech Features for Sentiment Classification of Twitter Messages Dec 1, 2015 General Classification Opinion Mining
— Unverified Taxonomy grounded aggregation of classifiers with different label sets Dec 1, 2015 General Classification text-classification
— Unverified A C-LSTM Neural Network for Text Classification Nov 27, 2015 General Classification Sentence
Code Code Available Category Enhanced Word Embedding Nov 27, 2015 General Classification Representation Learning
— Unverified Semi-supervised Sequence Learning Nov 4, 2015 Language Modeling Language Modelling
Code Code Available Text-Attentional Convolutional Neural Networks for Scene Text Detection Oct 12, 2015 Multi-Task Learning Scene Text Detection
— Unverified Thai Stock News Sentiment Classification using Wordpair Features Oct 1, 2015 Classification General Classification
— Unverified Early text classification: a Naive solution Sep 20, 2015 Classification General Classification
— Unverified Character-level Convolutional Networks for Text Classification Sep 4, 2015 General Classification Sentiment Analysis
Code Code Available Norwegian Native Language Identification Sep 1, 2015 Language Acquisition Language Identification
— Unverified Text Classification into Abstract Classes Based on Discourse Structure Sep 1, 2015 Classification Document Classification
— Unverified Towards Opinion Mining from Reviews for the Prediction of Product Rankings Sep 1, 2015 Opinion Mining Sentiment Analysis
— Unverified Statistical Machine Translation with Automatic Identification of Translationese Sep 1, 2015 Language Modelling Machine Translation
— Unverified Exploring Word Embedding for Drug Name Recognition Sep 1, 2015 Named Entity Recognition (NER) Relation Extraction
— Unverified Effectively Crowdsourcing Radiology Report Annotations Sep 1, 2015 Sentence Classification Text Classification
— Unverified Translation Model Adaptation Using Genre-Revealing Text Features Sep 1, 2015 Domain Adaptation Machine Translation
— Unverified Measuring `Registerness' in Human and Machine Translation: A Text Classification Approach Sep 1, 2015 General Classification Machine Translation
— Unverified Social Media Text Classification under Negative Covariate Shift Sep 1, 2015 Classification General Classification
— Unverified A Neural Network Model for Low-Resource Universal Dependency Parsing Sep 1, 2015 Dependency Parsing Domain Adaptation
— Unverified Learning a Deep Hybrid Model for Semi-Supervised Text Classification Sep 1, 2015 Classification General Classification
— Unverified Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification Sep 1, 2015 General Classification Language Modelling
— Unverified Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents Sep 1, 2015 Machine Translation Spoken Language Understanding
— Unverified Sentence Modeling with Gated Recursive Neural Network Sep 1, 2015 Chinese Word Segmentation Dependency Parsing
— Unverified Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources Sep 1, 2015 Recommendation Systems Text Classification
— Unverified 