| TopicBERT for Energy Efficient Document Classification | Oct 15, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs | Oct 15, 2020 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| Text Classification Using Label Names Only: A Language Model Self-Training Approach | Oct 14, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Legal Document Classification: An Application to Law Area Prediction of Petitions to Public Prosecution Service | Oct 13, 2020 | ClassificationDocument Classification | —Unverified | 0 |
| Aspect-based Document Similarity for Research Papers | Oct 13, 2020 | Document ClassificationRecommendation Systems | CodeCode Available | 1 |
| Causal Feature Selection with Dimension Reduction for Interpretable Text Classification | Oct 9, 2020 | Causal InferenceClassification | —Unverified | 0 |
| Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning | Sep 30, 2020 | Document ClassificationMulti-Task Learning | —Unverified | 0 |
| Neural RST-based Evaluation of Discourse Coherence | Sep 30, 2020 | Coherence EvaluationDiscourse Parsing | CodeCode Available | 1 |
| Immigration Document Classification and Automated Response Generation | Sep 29, 2020 | ClassificationDocument Classification | —Unverified | 0 |
| Cascaded Semantic and Positional Self-Attention Network for Document Classification | Sep 15, 2020 | ClassificationDocument Classification | —Unverified | 0 |
| Data Programming by Demonstration: A Framework for Interactively Learning Labeling Functions | Sep 3, 2020 | Document Classification | CodeCode Available | 1 |
| Label-Wise Document Pre-Training for Multi-Label Text Classification | Aug 15, 2020 | ClassificationDocument Classification | CodeCode Available | 0 |
| Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | Jul 31, 2020 | Continual Pretraining | CodeCode Available | 0 |
| A Study of fastText Word Embedding Effects in Document Classification in Bangla Language | Jul 30, 2020 | ClassificationDocument Classification | CodeCode Available | 0 |
| XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders | Jul 21, 2020 | DecoderDocument Classification | —Unverified | 0 |
| Evaluation of Neural Network Classification Systems on Document Stream | Jul 15, 2020 | ClassificationDocument Classification | —Unverified | 0 |
| Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT | Jul 1, 2020 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes | Jul 1, 2020 | Document ClassificationDomain Adaptation | —Unverified | 0 |
| A Confidence-Calibrated MOBA Game Winner Predictor | Jun 28, 2020 | Document Classification | CodeCode Available | 0 |
| Biologically Plausible Learning of Text Representation with Spiking Neural Networks | Jun 26, 2020 | Document ClassificationGeneral Classification | —Unverified | 0 |
| 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 |
| LSD-C: Linearly Separable Deep Clusters | Jun 17, 2020 | ClusteringData Augmentation | CodeCode Available | 1 |
| Improving accuracy and speeding up Document Image Classification through parallel systems | Jun 16, 2020 | Document Classificationdocument-image-classification | CodeCode Available | 1 |
| Document Classification for COVID-19 Literature | Jun 15, 2020 | ArticlesClassification | CodeCode Available | 1 |
| 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 |
| Pre-training technique to localize medical BERT and enhance biomedical BERT | May 14, 2020 | Document ClassificationTransfer Learning | CodeCode Available | 1 |
| 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 |
| Massively Multilingual Sparse Word Representations | May 1, 2020 | Dependency ParsingDocument Classification | CodeCode Available | 1 |
| Email Classification Incorporating Social Networks and Thread Structure | May 1, 2020 | ClassificationDocument 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 |
| Minimally Supervised Categorization of Text with Metadata | May 1, 2020 | Document Classification | CodeCode Available | 1 |
| 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 |
| SPECTER: Document-level Representation Learning using Citation-informed Transformers | Apr 15, 2020 | Citation PredictionDocument Classification | CodeCode Available | 1 |
| Gender Detection on Social Networks using Ensemble Deep Learning | Apr 13, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Keyword Assisted Topic Models | Apr 13, 2020 | Document ClassificationTopic Models | CodeCode Available | 1 |
| Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network | Apr 11, 2020 | ArticlesClassification | CodeCode Available | 1 |
| 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 |
| Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles | Mar 22, 2020 | ArticlesDocument Classification | CodeCode Available | 1 |
| 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 |
