| 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 |
| Improving Document-Level Sentiment Classification Using Importance of Sentences | Mar 9, 2021 | ClassificationDocument Classification | —Unverified | 0 |
| Multilingual and cross-lingual document classification: A meta-learning approach | Jan 27, 2021 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 1 |
| Supervised Tree-Wasserstein Distance | Jan 27, 2021 | Document ClassificationGPU | —Unverified | 0 |
| Medical Segment Coloring of Clinical Notes | Jan 26, 2021 | Document Classification | —Unverified | 0 |
| Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification | Jan 26, 2021 | ClassificationDocument Classification | CodeCode Available | 0 |
| Entropy Partial Transport with Tree Metrics: Theory and Practice | Jan 24, 2021 | Document ClassificationTopological Data Analysis | —Unverified | 0 |
| Network Clustering for Multi-task Learning | Jan 22, 2021 | ClusteringDocument Classification | —Unverified | 0 |
| Enhanced word embeddings using multi-semantic representation through lexical chains | Jan 22, 2021 | Document ClassificationSentence | CodeCode Available | 0 |
| Can a Fruit Fly Learn Word Embeddings? | Jan 18, 2021 | Document ClassificationWord Embeddings | CodeCode Available | 1 |
| An Explainable CNN Approach for Medical Codes Prediction from Clinical Text | Jan 14, 2021 | AttributeDocument Classification | CodeCode Available | 0 |
| On-Device Document Classification using multimodal features | Jan 6, 2021 | ClassificationDocument Classification | —Unverified | 0 |
| BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla | Jan 1, 2021 | Document ClassificationLanguage Modeling | CodeCode Available | 1 |
| Neural Nonnegative CP Decomposition for Hierarchical Tensor Analysis | Jan 1, 2021 | Document Classification | —Unverified | 0 |
| Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews | Dec 9, 2020 | ArticlesDocument Classification | —Unverified | 0 |
| TAN-NTM: Topic Attention Networks for Neural Topic Modeling | Dec 2, 2020 | Document ClassificationKeyphrase Generation | —Unverified | 0 |
| Joint Training for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora | Dec 1, 2020 | Bilingual Lexicon InductionClassification | —Unverified | 0 |
| Mixing ADAM and SGD: a Combined Optimization Method | Nov 16, 2020 | Document ClassificationStochastic Optimization | CodeCode Available | 0 |
| Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling | Nov 1, 2020 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| Neural Speed Reading Audited | Nov 1, 2020 | ClassificationDocument Classification | —Unverified | 0 |
| Text Graph Transformer for Document Classification | Nov 1, 2020 | ClassificationDocument Classification | —Unverified | 0 |
| Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning | Nov 1, 2020 | Conversational Question AnsweringDocument Classification | CodeCode Available | 0 |
| Hierarchical Metadata-Aware Document Categorization under Weak Supervision | Oct 26, 2020 | Data AugmentationDocument Classification | CodeCode Available | 1 |
| Robust Document Representations using Latent Topics and Metadata | Oct 23, 2020 | Document ClassificationLanguage Modeling | —Unverified | 0 |
| German's Next Language Model | Oct 21, 2020 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| Exploiting Context for Robustness to Label Noise in Active Learning | Oct 18, 2020 | Active LearningDocument Classification | —Unverified | 0 |
