| Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking | Mar 28, 2022 | Document ClassificationSentence | —Unverified | 0 |
| Efficient Classification of Long Documents Using Transformers | Mar 21, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| DocXClassifier: High Performance Explainable Deep Network for Document Image Classification | Mar 17, 2022 | ClassificationData Augmentation | CodeCode Available | 1 |
| A Survey of Historical Document Image Datasets | Mar 16, 2022 | Document ClassificationSurvey | —Unverified | 0 |
| Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting | Mar 15, 2022 | Document ClassificationMulti-Label Classification | CodeCode Available | 0 |
| Semi-supervised Nonnegative Matrix Factorization for Document Classification | Feb 28, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics | Feb 22, 2022 | Document ClassificationTopological Data Analysis | CodeCode Available | 0 |
| One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization | Feb 15, 2022 | AllBayesian Optimization | CodeCode Available | 2 |
| Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings | Feb 14, 2022 | Citation PredictionContrastive Learning | CodeCode Available | 1 |
| Moving Other Way: Exploring Word Mover Distance Extensions | Feb 7, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences | Jan 27, 2022 | Clinical KnowledgeDocument Classification | CodeCode Available | 1 |
| Importance of Textlines in Historical Document Classification | Jan 24, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| Recurrent Neural Networks with Mixed Hierarchical Structures and EM Algorithm for Natural Language Processing | Jan 21, 2022 | Document Classification | —Unverified | 0 |
| Automation of Citation Screening for Systematic Literature Reviews using Neural Networks: A Replicability Study | Jan 19, 2022 | Document ClassificationSystematic Literature Review | CodeCode Available | 0 |
| Hierarchical Neural Network Approaches for Long Document Classification | Jan 18, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| ERNIE-Layout: Layout-Knowledge Enhanced Multi-modal Pre-training for Document Understanding | Jan 16, 2022 | cross-modal alignmentDocument Classification | CodeCode Available | 0 |
| Document Classification with Word Sense Knowledge | Jan 16, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| Intelligent Document Processing -- Methods and Tools in the real world | Dec 28, 2021 | Document ClassificationOptical Character Recognition (OCR) | —Unverified | 0 |
| Sublinear Time Approximation of Text Similarity Matrices | Dec 17, 2021 | Document ClassificationSentence | CodeCode Available | 0 |
| An Empirical Study on Transfer Learning for Privilege Review | Dec 16, 2021 | BIG-bench Machine LearningDocument Classification | —Unverified | 0 |
| Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification | Dec 13, 2021 | ClassificationDocument Classification | CodeCode Available | 1 |
| Revisiting Transformer-based Models for Long Document Classification | Nov 16, 2021 | ClassificationDocument Classification | —Unverified | 0 |
| Temporal Language Modeling for Short Text Document Classification with Transformers | Nov 16, 2021 | ClassificationDocument Classification | —Unverified | 0 |
| Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting | Nov 16, 2021 | Document ClassificationMulti-Label Classification | —Unverified | 0 |
| MNet-Sim: A Multi-layered Semantic Similarity Network to Evaluate Sentence Similarity | Nov 9, 2021 | ChatbotDocument Classification | —Unverified | 0 |
