| Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings | Aug 1, 2021 | Document ClassificationWord Embeddings | —Unverified | 0 |
| DYPLODOC: Dynamic Plots for Document Classification | Jul 26, 2021 | ClassificationDocument Classification | —Unverified | 0 |
| A comparison of latent semantic analysis and correspondence analysis of document-term matrices | Jul 25, 2021 | Authorship AttributionDimensionality Reduction | —Unverified | 0 |
| Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT | Jul 9, 2021 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| Bengali text document categorization based on very deep convolution neural network | Jul 2, 2021 | ClassificationDocument Classification | —Unverified | 0 |
| Deep Learning for Technical Document Classification | Jun 27, 2021 | ClassificationDecision Making | —Unverified | 0 |
| Efficient Document Image Classification Using Region-Based Graph Neural Network | Jun 25, 2021 | ClassificationDocument Classification | —Unverified | 0 |
| An Automated Knowledge Mining and Document Classification System with Multi-model Transfer Learning | Jun 24, 2021 | CoLADocument Classification | —Unverified | 0 |
| TagRuler: Interactive Tool for Span-Level Data Programming by Demonstration | Jun 24, 2021 | Active LearningDocument Classification | CodeCode Available | 1 |
| A Sentence-level Hierarchical BERT Model for Document Classification with Limited Labelled Data | Jun 12, 2021 | ClassificationDocument Classification | CodeCode Available | 1 |
| An Intelligent Hybrid Model for Identity Document Classification | Jun 7, 2021 | ClassificationDocument Classification | —Unverified | 0 |
| Recurrent Neural Networks with Mixed Hierarchical Structures for Natural Language Processing | Jun 4, 2021 | Document ClassificationSentence | —Unverified | 0 |
| Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index | Jun 1, 2021 | Document ClassificationNatural Language Inference | —Unverified | 0 |
| SciFive: a text-to-text transformer model for biomedical literature | May 28, 2021 | Document ClassificationDrug–drug Interaction Extraction | CodeCode Available | 1 |
| Lightweight Cross-Lingual Sentence Representation Learning | May 28, 2021 | Contrastive LearningDocument Classification | CodeCode Available | 0 |
| Towards Bengali Word Embedding: Corpus Creation, Intrinsic and Extrinsic Evaluations | May 1, 2021 | Document ClassificationInformation Retrieval | —Unverified | 0 |
| Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification | Apr 17, 2021 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| An Analysis of a BERT Deep Learning Strategy on a Technology Assisted Review Task | Apr 16, 2021 | ArticlesDocument Classification | —Unverified | 0 |
| Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media | Apr 16, 2021 | Document ClassificationDomain Adaptation | CodeCode Available | 1 |
| Developing Annotated Resources for Internal Displacement Monitoring | Apr 12, 2021 | Document Classification | —Unverified | 0 |
| Not All Attention Is All You Need | Apr 10, 2021 | AllDocument Classification | —Unverified | 0 |
| Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification | Apr 8, 2021 | ClassificationDocument Classification | CodeCode Available | 0 |
| GEPSA, a tool for monitoring social challenges in digital press | Apr 1, 2021 | ClassificationData Visualization | —Unverified | 0 |
| Unsupervised Document Embedding via Contrastive Augmentation | Mar 26, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Identifying ARDS using the Hierarchical Attention Network with Sentence Objectives Framework | Mar 10, 2021 | Document ClassificationSentence | —Unverified | 0 |
