| Graph Convolutional Networks for Classification with a Structured Label Space | Oct 12, 2017 | ClassificationDocument Classification | —Unverified | 0 |
| Czech Text Document Corpus v 2.0 | Oct 6, 2017 | ClassificationDocument Classification | —Unverified | 0 |
| HDLTex: Hierarchical Deep Learning for Text Classification | Sep 24, 2017 | ClassificationDeep Learning | CodeCode Available | 1 |
| Word Embeddings for Multi-label Document Classification | Sep 1, 2017 | ClassificationDocument Classification | —Unverified | 0 |
| Document retrieval and question answering in medical documents. A large-scale corpus challenge. | Sep 1, 2017 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Stacked Sentence-Document Classifier Approach for Improving Native Language Identification | Sep 1, 2017 | Document ClassificationLanguage Identification | —Unverified | 0 |
| Exploiting Morphological Regularities in Distributional Word Representations | Sep 1, 2017 | ChunkingDocument Classification | —Unverified | 0 |
| Human Centered NLP with User-Factor Adaptation | Sep 1, 2017 | Document ClassificationDomain Adaptation | —Unverified | 0 |
| GRASP: Rich Patterns for Argumentation Mining | Sep 1, 2017 | Document Classification | —Unverified | 0 |
| NITE: A Neural Inductive Teaching Framework for Domain Specific NER | Sep 1, 2017 | Document ClassificationMultiple Instance Learning | —Unverified | 0 |
| Extractive Summarization Using Multi-Task Learning with Document Classification | Sep 1, 2017 | ClassificationDocument Classification | —Unverified | 0 |
| VecShare: A Framework for Sharing Word Representation Vectors | Sep 1, 2017 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Nonnegative Restricted Boltzmann Machines for Parts-based Representations Discovery and Predictive Model Stabilization | Aug 18, 2017 | Document ClassificationFace Recognition | —Unverified | 0 |
| Emotion Detection on TV Show Transcripts with Sequence-based Convolutional Neural Networks | Aug 14, 2017 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology-Based Representations | Aug 1, 2017 | ClassificationClustering | —Unverified | 0 |
| Feature Selection as Causal Inference: Experiments with Text Classification | Aug 1, 2017 | Causal InferenceClassification | —Unverified | 0 |
| Efficient Vector Representation for Documents through Corruption | Jul 8, 2017 | Document ClassificationRepresentation Learning | CodeCode Available | 0 |
| The Influence of Feature Representation of Text on the Performance of Document Classification | Jul 5, 2017 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Multilingual Hierarchical Attention Networks for Document Classification | Jul 4, 2017 | ClassificationComputational Efficiency | CodeCode Available | 0 |
| Variation Autoencoder Based Network Representation Learning for Classification | Jul 1, 2017 | ClassificationDocument Classification | —Unverified | 0 |
| Methodical Evaluation of Arabic Word Embeddings | Jul 1, 2017 | Document ClassificationLearning Word Embeddings | —Unverified | 0 |
| Learning bilingual word embeddings with (almost) no bilingual data | Jul 1, 2017 | Document ClassificationEntity Linking | —Unverified | 0 |
| On the Distribution of Lexical Features at Multiple Levels of Analysis | Jul 1, 2017 | Document ClassificationSentiment Analysis | —Unverified | 0 |
| Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling | Jul 1, 2017 | Document ClassificationInformation Retrieval | —Unverified | 0 |
| Efficient Correlated Topic Modeling with Topic Embedding | Jul 1, 2017 | Document ClassificationGeneral Classification | —Unverified | 0 |
| On Calibration of Modern Neural Networks | Jun 14, 2017 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology Based Representations | May 31, 2017 | ClassificationClustering | —Unverified | 0 |
| A WL-SPPIM Semantic Model for Document Classification | May 26, 2017 | ClassificationDocument Classification | —Unverified | 0 |
| Using Titles vs. Full-text as Source for Automated Semantic Document Annotation | May 15, 2017 | ArticlesClassification | CodeCode Available | 0 |
| KATE: K-Competitive Autoencoder for Text | May 4, 2017 | Document ClassificationRetrieval | CodeCode Available | 0 |
| Learning to Skim Text | Apr 23, 2017 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement | Apr 1, 2017 | Document ClassificationInformation Retrieval | CodeCode Available | 0 |
| Multilingual Training of Crosslingual Word Embeddings | Apr 1, 2017 | Bilingual Lexicon InductionDependency Parsing | —Unverified | 0 |
| Rapid-Rate: A Framework for Semi-supervised Real-time Sentiment Trend Detection in Unstructured Big Data | Mar 23, 2017 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Neural Graph Machines: Learning Neural Networks Using Graphs | Mar 14, 2017 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Dirichlet-vMF Mixture Model | Feb 24, 2017 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Systèmes du LIA à DEFT'13 | Feb 21, 2017 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Learning Concept Embeddings for Efficient Bag-of-Concepts Densification | Feb 10, 2017 | Document Classification | —Unverified | 0 |
| Semantic classifier approach to document classification | Jan 16, 2017 | ClassificationDocument Classification | —Unverified | 0 |
| Deep Neural Networks for Czech Multi-label Document Classification | Jan 13, 2017 | ClassificationDocument Classification | —Unverified | 0 |
| Multiple Instance Learning: A Survey of Problem Characteristics and Applications | Dec 11, 2016 | BenchmarkingDocument Classification | CodeCode Available | 0 |
| Filter and Match Approach to Pair-wise Web URI Linking | Dec 1, 2016 | Document ClassificationMachine Translation | —Unverified | 0 |
| Supervised Word Mover's Distance | Dec 1, 2016 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| UTCNN: a Deep Learning Model of Stance Classification on Social Media Text | Dec 1, 2016 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings | Dec 1, 2016 | DecoderDocument Classification | —Unverified | 0 |
| Learning Indonesian-Chinese Lexicon with Bilingual Word Embedding Models and Monolingual Signals | Dec 1, 2016 | Document ClassificationTranslation | —Unverified | 0 |
| Geometric deep learning on graphs and manifolds using mixture model CNNs | Nov 25, 2016 | Deep LearningDocument Classification | CodeCode Available | 0 |
| Visualizing Linguistic Shift | Nov 20, 2016 | Document ClassificationLanguage Modeling | —Unverified | 0 |
| Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence | Nov 13, 2016 | ClassificationDocument Classification | —Unverified | 0 |
| UTCNN: a Deep Learning Model of Stance Classificationon on Social Media Text | Nov 11, 2016 | Document Classification | —Unverified | 0 |
