| AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss | Jun 20, 2020 | ClassificationDeep Learning | CodeCode Available | 0 |
| Explainable and Discourse Topic-aware Neural Language Understanding | Jun 18, 2020 | Document ClassificationLanguage Modeling | CodeCode Available | 0 |
| Web Document Categorization Using Naive Bayes Classifier and Latent Semantic Analysis | Jun 2, 2020 | ClassificationDocument Classification | —Unverified | 0 |
| Improve Document Embedding for Text Categorization Through Deep Siamese Neural Network | May 31, 2020 | ClassificationDocument Classification | —Unverified | 0 |
| Performance evaluation of Machine learning algorithms in Biomedical Document Classification | May 13, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning | May 4, 2020 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Translating Knowledge Representations with Monolingual Word Embeddings: the Case of a Thesaurus on Corporate Non-Financial Reporting | May 1, 2020 | Cross-Lingual Word EmbeddingsDocument Classification | —Unverified | 0 |
| Email Classification Incorporating Social Networks and Thread Structure | May 1, 2020 | ClassificationDocument Classification | —Unverified | 0 |
| Some people aren't worth listening to: periodically retraining classifiers with feedback from a team of end users | Apr 27, 2020 | Document Classification | —Unverified | 0 |
| Corpus-level and Concept-based Explanations for Interpretable Document Classification | Apr 24, 2020 | ClassificationDecision Making | CodeCode Available | 0 |
| Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies | Apr 23, 2020 | Document ClassificationKeyphrase Extraction | —Unverified | 0 |
| Light-Weighted CNN for Text Classification | Apr 16, 2020 | ClassificationDocument Classification | CodeCode Available | 0 |
| Gender Detection on Social Networks using Ensemble Deep Learning | Apr 13, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| A Simple Approach to Learning Unsupervised Multilingual Embeddings | Apr 10, 2020 | Bilingual Lexicon InductionDependency Parsing | —Unverified | 0 |
| Pruning and Sparsemax Methods for Hierarchical Attention Networks | Apr 8, 2020 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Source Printer Identification from Document Images Acquired using Smartphone | Mar 27, 2020 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Text classification with word embedding regularization and soft similarity measure | Mar 10, 2020 | ClassificationDocument Classification | CodeCode Available | 0 |
| Sets Clustering | Mar 9, 2020 | ClusteringDocument Classification | CodeCode Available | 0 |
| Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature Interactions | Mar 5, 2020 | Document Classification | —Unverified | 0 |
| Contrastive estimation reveals topic posterior information to linear models | Mar 4, 2020 | ClassificationContrastive Learning | —Unverified | 0 |
| Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification | Mar 3, 2020 | Automated Feature EngineeringBIG-bench Machine Learning | —Unverified | 0 |
| Sparse Sinkhorn Attention | Feb 26, 2020 | Document ClassificationImage Generation | CodeCode Available | 0 |
| A Systematic Comparison of Architectures for Document-Level Sentiment Classification | Feb 19, 2020 | ClassificationDocument Classification | CodeCode Available | 0 |
| Constrained Relational Topic Models | Feb 1, 2020 | Document ClassificationTopic Models | CodeCode Available | 0 |
| On the Replicability of Combining Word Embeddings and Retrieval Models | Jan 13, 2020 | ClusteringDocument Classification | —Unverified | 0 |
| Semantic Sensitive TF-IDF to Determine Word Relevance in Documents | Jan 6, 2020 | Document ClassificationKeyword Extraction | CodeCode Available | 0 |
| Robust Cross-lingual Embeddings from Parallel Sentences | Dec 28, 2019 | Cross-Lingual Document ClassificationCross-Lingual Word Embeddings | CodeCode Available | 0 |
| PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI | Dec 19, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Long-length Legal Document Classification | Dec 14, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Modular Multimodal Architecture for Document Classification | Dec 9, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Speeding up Word Mover's Distance and its variants via properties of distances between embeddings | Dec 1, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| My Approach = Your Apparatus? Entropy-Based Topic Modeling on Multiple Domain-Specific Text Collections | Nov 25, 2019 | ArticlesBias Detection | CodeCode Available | 0 |
| FLATM: A Fuzzy Logic Approach Topic Model for Medical Documents | Nov 25, 2019 | ClusteringDocument Classification | —Unverified | 0 |
| LexiPers: An ontology based sentiment lexicon for Persian | Nov 13, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Asynchronous Distributed Learning from Constraints | Nov 13, 2019 | Document ClassificationPrivacy Preserving | —Unverified | 0 |
| t-SS3: a text classifier with dynamic n-grams for early risk detection over text streams | Nov 11, 2019 | Anorexia DetectionClassification | CodeCode Available | 0 |
| PRADO: Projection Attention Networks for Document Classification On-Device | Nov 1, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning | Nov 1, 2019 | Abstractive Text SummarizationArticles | —Unverified | 0 |
| Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models | Oct 30, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Wasserstein distances for evaluating cross-lingual embeddings | Oct 24, 2019 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| DFNets: Spectral CNNs for Graphs with Feedback-Looped Filters | Oct 24, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT | Oct 13, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Learning Only from Relevant Keywords and Unlabeled Documents | Oct 10, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| ADAPTING PRETRAINED LANGUAGE MODELS FOR LONG DOCUMENT CLASSIFICATION | Sep 25, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Neural Generative Rhetorical Structure Parsing | Sep 24, 2019 | Document Classification | —Unverified | 0 |
| Enriching BERT with Knowledge Graph Embeddings for Document Classification | Sep 18, 2019 | ClassificationDescriptive | CodeCode Available | 0 |
| Document classification methods | Sep 16, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Bridging the domain gap in cross-lingual document classification | Sep 16, 2019 | ClassificationCross-Domain Document Classification | CodeCode Available | 0 |
| A Robust Hybrid Approach for Textual Document Classification | Sep 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Turning silver into gold: error-focused corpus reannotation with active learning | Sep 1, 2019 | Active LearningDocument Classification | —Unverified | 0 |
