| L3Cube-IndicNews: News-based Short Text and Long Document Classification Datasets in Indic Languages | Jan 4, 2024 | ArticlesClassification | CodeCode Available | 1 |
| A Comparative Study of Pretrained Language Models for Long Clinical Text | Jan 27, 2023 | Clinical KnowledgeDocument Classification | CodeCode Available | 1 |
| Aspect-based Document Similarity for Research Papers | Oct 13, 2020 | Document ClassificationRecommendation Systems | CodeCode Available | 1 |
| A Corpus for Multilingual Document Classification in Eight Languages | May 24, 2018 | ClassificationCross-Lingual Document Classification | CodeCode Available | 1 |
| Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network | Apr 11, 2020 | ArticlesClassification | CodeCode Available | 1 |
| DocBERT: BERT for Document Classification | Apr 17, 2019 | ClassificationDocument Classification | CodeCode Available | 1 |
| Bioformer: an efficient transformer language model for biomedical text mining | Feb 3, 2023 | ArticlesDocument Classification | CodeCode Available | 1 |
| Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT | Apr 19, 2019 | Cross-Lingual NERCross-Lingual Transfer | 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 |
| Can a Fruit Fly Learn Word Embeddings? | Jan 18, 2021 | Document ClassificationWord Embeddings | CodeCode Available | 1 |
| ChordMixer: A Scalable Neural Attention Model for Sequences with Different Lengths | Jun 12, 2022 | ChunkingDocument Classification | CodeCode Available | 1 |
| Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences | Jan 27, 2022 | Clinical KnowledgeDocument Classification | CodeCode Available | 1 |
| ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models | Nov 15, 2023 | Document ClassificationQuestion Answering | CodeCode Available | 1 |
| Document Classification for COVID-19 Literature | Jun 15, 2020 | ArticlesClassification | CodeCode Available | 1 |
| SPECTER: Document-level Representation Learning using Citation-informed Transformers | Apr 15, 2020 | Citation PredictionDocument Classification | CodeCode Available | 1 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | 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 |
| Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding | Apr 9, 2023 | Document Classificationnamed-entity-recognition | CodeCode Available | 1 |
| Pre-training technique to localize medical BERT and enhance biomedical BERT | May 14, 2020 | Document ClassificationTransfer Learning | CodeCode Available | 1 |
| HDLTex: Hierarchical Deep Learning for Text Classification | Sep 24, 2017 | ClassificationDeep Learning | CodeCode Available | 1 |
| ANLS* -- A Universal Document Processing Metric for Generative Large Language Models | Feb 6, 2024 | Document 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 |
| HiPool: Modeling Long Documents Using Graph Neural Networks | May 5, 2023 | Document ClassificationSentence | CodeCode Available | 1 |
| Improving accuracy and speeding up Document Image Classification through parallel systems | Jun 16, 2020 | Document Classificationdocument-image-classification | CodeCode Available | 1 |
| Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT | Jul 9, 2021 | BenchmarkingDocument Classification | CodeCode Available | 1 |
