| Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined Topics | Oct 12, 2022 | Document ClassificationRetrieval | CodeCode Available | 1 |
| ChordMixer: A Scalable Neural Attention Model for Sequences with Different Lengths | Jun 12, 2022 | ChunkingDocument Classification | CodeCode Available | 1 |
| LDRNet: Enabling Real-time Document Localization on Mobile Devices | Jun 5, 2022 | Document Classification | CodeCode Available | 1 |
| Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem | May 4, 2022 | Document ClassificationTraveling Salesman Problem | CodeCode Available | 1 |
| Revisiting Transformer-based Models for Long Document Classification | Apr 14, 2022 | ClassificationDocument Classification | CodeCode Available | 1 |
| Specialized Document Embeddings for Aspect-based Similarity of Research Papers | Mar 28, 2022 | Document ClassificationRecommendation Systems | CodeCode Available | 1 |
| DocXClassifier: High Performance Explainable Deep Network for Document Image Classification | Mar 17, 2022 | ClassificationData Augmentation | CodeCode Available | 1 |
| Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings | Feb 14, 2022 | Citation PredictionContrastive Learning | CodeCode Available | 1 |
| Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences | Jan 27, 2022 | Clinical KnowledgeDocument Classification | CodeCode Available | 1 |
| Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification | Dec 13, 2021 | ClassificationDocument Classification | CodeCode Available | 1 |
| MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer | Nov 1, 2021 | Cross-Lingual TransferDocument Classification | CodeCode Available | 1 |
| Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution | Sep 10, 2021 | Document ClassificationMulti-Label Text Classification | CodeCode Available | 1 |
| MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer | Sep 2, 2021 | Cross-Lingual TransferDocument Classification | CodeCode Available | 1 |
| PyEuroVoc: A Tool for Multilingual Legal Document Classification with EuroVoc Descriptors | Aug 2, 2021 | Document ClassificationSpecificity | CodeCode Available | 1 |
| Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT | Jul 9, 2021 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| 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 |
| SciFive: a text-to-text transformer model for biomedical literature | May 28, 2021 | Document ClassificationDrug–drug Interaction Extraction | CodeCode Available | 1 |
| Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification | Apr 17, 2021 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media | Apr 16, 2021 | Document ClassificationDomain Adaptation | CodeCode Available | 1 |
| Multilingual and cross-lingual document classification: A meta-learning approach | Jan 27, 2021 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 1 |
| Can a Fruit Fly Learn Word Embeddings? | Jan 18, 2021 | Document ClassificationWord Embeddings | CodeCode Available | 1 |
| BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla | Jan 1, 2021 | Document ClassificationLanguage Modeling | CodeCode Available | 1 |
| Hierarchical Metadata-Aware Document Categorization under Weak Supervision | Oct 26, 2020 | Data AugmentationDocument Classification | CodeCode Available | 1 |
| German's Next Language Model | Oct 21, 2020 | BenchmarkingDocument Classification | CodeCode Available | 1 |
