| 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 |
