| STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings | Jul 16, 2019 | CPUDocument Embedding | CodeCode Available | 0 |
| Sentiment Classification Using Document Embeddings Trained with Cosine Similarity | Jul 1, 2019 | ClassificationDocument Embedding | CodeCode Available | 0 |
| Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring | Jul 1, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors | Jul 1, 2019 | Document Embedding | —Unverified | 0 |
| Terminology-based Text Embedding for Computing Document Similarities on Technical Content | Jun 5, 2019 | Document Embedding | —Unverified | 0 |
| Self-Discriminative Learning for Unsupervised Document Embedding | Jun 1, 2019 | Document ClassificationDocument Embedding | —Unverified | 0 |
| Crosslingual Document Embedding as Reduced-Rank Ridge Regression | Apr 8, 2019 | Document Embeddingregression | CodeCode Available | 0 |
| Learning Outside the Box: Discourse-level Features Improve Metaphor Identification | Apr 3, 2019 | Document EmbeddingSentence | CodeCode Available | 0 |
| Measuring Issue Ownership using Word Embeddings | Oct 31, 2018 | Document EmbeddingWord Embeddings | —Unverified | 0 |
| Word Mover's Embedding: From Word2Vec to Document Embedding | Oct 30, 2018 | Document EmbeddingGeneral Classification | CodeCode Available | 0 |
| SWDE : A Sub-Word And Document Embedding Based Engine for Clickbait Detection | Aug 2, 2018 | ArticlesClickbait Detection | —Unverified | 0 |
| NMT-based Cross-lingual Document Embeddings | Jul 29, 2018 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention | Jul 1, 2018 | Document EmbeddingEvent Detection | —Unverified | 0 |
| Document-based Recommender System for Job Postings using Dense Representations | Jun 1, 2018 | Document EmbeddingRecommendation Systems | —Unverified | 0 |
| hyperdoc2vec: Distributed Representations of Hypertext Documents | May 10, 2018 | Citation RecommendationDocument Embedding | CodeCode Available | 0 |
| Learning Document Embeddings With CNNs | Jan 1, 2018 | Document EmbeddingLanguage Modeling | —Unverified | 0 |
| Document Embedding Generation for Cyber-Aggressive Comment Detection using Supervised Machine Learning Approach | Dec 1, 2017 | BIG-bench Machine LearningDocument Embedding | —Unverified | 0 |
| Unsupervised Document Embedding With CNNs | Nov 11, 2017 | Document Embedding | —Unverified | 0 |
| Leveraging Distributional Semantics for Multi-Label Learning | Sep 18, 2017 | Document EmbeddingMissing Labels | —Unverified | 0 |
| Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology-Based Representations | Aug 1, 2017 | ClassificationClustering | —Unverified | 0 |
| Context Aware Document Embedding | Jul 5, 2017 | Document Embedding | —Unverified | 0 |
| Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology Based Representations | May 31, 2017 | ClassificationClustering | —Unverified | 0 |
| Distributed Representations of Signed Networks | Feb 22, 2017 | Community DetectionDocument Embedding | —Unverified | 0 |
| Neural Document Embeddings for Intensive Care Patient Mortality Prediction | Dec 1, 2016 | Document EmbeddingMortality Prediction | CodeCode Available | 0 |
| Learning to Distill: The Essence Vector Modeling Framework | Nov 22, 2016 | DenoisingDocument Embedding | —Unverified | 0 |
| Distributed Representations for Biological Sequence Analysis | Aug 21, 2016 | Document EmbeddingRetrieval | —Unverified | 0 |
| An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation | Jul 19, 2016 | Document EmbeddingWord Embeddings | CodeCode Available | 0 |
| Document Embedding with Paragraph Vectors | Jul 29, 2015 | Document EmbeddingSentiment Analysis | CodeCode Available | 0 |