| Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT | Jul 9, 2021 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| Multimodal Side-Tuning for Document Classification | Jan 16, 2023 | ClassificationDocument Classification | CodeCode Available | 1 |
| Pre-training technique to localize medical BERT and enhance biomedical BERT | May 14, 2020 | Document ClassificationTransfer Learning | CodeCode Available | 1 |
| Neural RST-based Evaluation of Discourse Coherence | Sep 30, 2020 | Coherence EvaluationDiscourse Parsing | CodeCode Available | 1 |
| Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding | Apr 9, 2023 | Document Classificationnamed-entity-recognition | CodeCode Available | 1 |
| A Comparative Study of Pretrained Language Models for Long Clinical Text | Jan 27, 2023 | Clinical KnowledgeDocument Classification | CodeCode Available | 1 |
| Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles | Mar 22, 2020 | ArticlesDocument Classification | 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 |
| A Corpus for Multilingual Document Classification in Eight Languages | May 24, 2018 | ClassificationCross-Lingual Document Classification | CodeCode Available | 1 |
| Revisiting Semi-Supervised Learning with Graph Embeddings | Mar 29, 2016 | Document ClassificationEntity Extraction using GAN | 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 |
| Aspect-based Document Similarity for Research Papers | Oct 13, 2020 | Document ClassificationRecommendation Systems | CodeCode Available | 1 |
| Bioformer: an efficient transformer language model for biomedical text mining | Feb 3, 2023 | ArticlesDocument Classification | CodeCode Available | 1 |
| ChordMixer: A Scalable Neural Attention Model for Sequences with Different Lengths | Jun 12, 2022 | ChunkingDocument Classification | CodeCode Available | 1 |
| Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning | Oct 13, 2015 | Document ClassificationRepresentation Learning | CodeCode Available | 1 |
| Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network | Apr 11, 2020 | ArticlesClassification | CodeCode Available | 1 |
| Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences | Jan 27, 2022 | Clinical KnowledgeDocument Classification | CodeCode Available | 1 |
| SPECTER: Document-level Representation Learning using Citation-informed Transformers | Apr 15, 2020 | Citation PredictionDocument Classification | CodeCode Available | 1 |
| DocBERT: BERT for Document Classification | Apr 17, 2019 | ClassificationDocument Classification | CodeCode Available | 1 |
| HiPool: Modeling Long Documents Using Graph Neural Networks | May 5, 2023 | Document ClassificationSentence | CodeCode Available | 1 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | CodeCode Available | 1 |
| GeoGalactica: A Scientific Large Language Model in Geoscience | Dec 31, 2023 | Document ClassificationGeneral Knowledge | CodeCode Available | 1 |
| German's Next Language Model | Oct 21, 2020 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| Massively Multilingual Sparse Word Representations | May 1, 2020 | Dependency ParsingDocument Classification | CodeCode Available | 1 |
