| Cluster Labeling by Word Embeddings and WordNet's Hypernymy | Dec 1, 2018 | ClusteringDescriptive | —Unverified | 0 |
| Document classification using a Bi-LSTM to unclog Brazil's supreme court | Nov 27, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| HPI-DHC at TREC 2018 Precision Medicine Track | Nov 14, 2018 | ArticlesDocument Classification | CodeCode Available | 1 |
| Semantic Term "Blurring" and Stochastic "Barcoding" for Improved Unsupervised Text Classification | Nov 6, 2018 | ClusteringDocument Classification | —Unverified | 0 |
| Combining Similarity Features and Deep Representation Learning for Stance Detection in the Context of Checking Fake News | Nov 2, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Convolutions Are All You Need (For Classifying Character Sequences) | Nov 1, 2018 | AllClassification | —Unverified | 0 |
| When does deep multi-task learning work for loosely related document classification tasks? | Nov 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Variational learning across domains with triplet information | Oct 22, 2018 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| Improving Topic Models with Latent Feature Word Representations | Oct 15, 2018 | ClusteringDocument Classification | —Unverified | 0 |
| End-to-End Text Classification via Image-based Embedding using Character-level Networks | Oct 8, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| UZH@SMM4H: System Descriptions | Oct 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings | Oct 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Speed Reading: Learning to Read ForBackward via Shuttle | Oct 1, 2018 | Document ClassificationDocument Summarization | CodeCode Available | 0 |
| Labeled Anchors and a Scalable, Transparent, and Interactive Classifier | Oct 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Streaming word similarity mining on the cheap | Oct 1, 2018 | Document ClassificationWord Alignment | —Unverified | 0 |
| Auto-Encoding Dictionary Definitions into Consistent Word Embeddings | Oct 1, 2018 | Document ClassificationMachine Translation | CodeCode Available | 0 |
| Unsupervised Document Representation using Partition Word-Vectors Averaging | Sep 27, 2018 | Document ClassificationSentence | —Unverified | 0 |
| An Analysis of Hierarchical Text Classification Using Word Embeddings | Sep 6, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Gaussian Word Embedding with a Wasserstein Distance Loss | Aug 21, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Linked Recurrent Neural Networks | Aug 19, 2018 | Document ClassificationMachine Translation | —Unverified | 0 |
| Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters | Aug 17, 2018 | DiversityDocument Classification | CodeCode Available | 0 |
| Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition | Aug 16, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Large-Scale Learnable Graph Convolutional Networks | Aug 12, 2018 | Document ClassificationInductive Learning | CodeCode Available | 0 |
| Paying Attention to Attention: Highlighting Influential Samples in Sequential Analysis | Aug 6, 2018 | Document Classification | —Unverified | 0 |
| Authorless Topic Models: Biasing Models Away from Known Structure | Aug 1, 2018 | Document ClassificationTopic Models | CodeCode Available | 0 |
