| German's Next Language Model | Oct 21, 2020 | BenchmarkingDocument Classification | CodeCode Available | 1 | 5 |
| On Calibration of Modern Neural Networks | Jun 14, 2017 | Document ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT | Apr 19, 2019 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 1 | 5 |
| Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles | Mar 22, 2020 | ArticlesDocument Classification | CodeCode Available | 1 | 5 |
| Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding | Apr 9, 2023 | Document Classificationnamed-entity-recognition | CodeCode Available | 1 | 5 |
| A Comparative Study of Pretrained Language Models for Long Clinical Text | Jan 27, 2023 | Clinical KnowledgeDocument Classification | CodeCode Available | 1 | 5 |
| Revisiting Semi-Supervised Learning with Graph Embeddings | Mar 29, 2016 | Document ClassificationEntity Extraction using GAN | CodeCode Available | 1 | 5 |
| Revisiting Transformer-based Models for Long Document Classification | Apr 14, 2022 | ClassificationDocument Classification | CodeCode Available | 1 | 5 |
| Aspect-based Document Similarity for Research Papers | Oct 13, 2020 | Document ClassificationRecommendation Systems | CodeCode Available | 1 | 5 |
| DocBERT: BERT for Document Classification | Apr 17, 2019 | ClassificationDocument Classification | CodeCode Available | 1 | 5 |
| A Sentence-level Hierarchical BERT Model for Document Classification with Limited Labelled Data | Jun 12, 2021 | ClassificationDocument Classification | CodeCode Available | 1 | 5 |
| Document Classification for COVID-19 Literature | Jun 15, 2020 | ArticlesClassification | CodeCode Available | 1 | 5 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | CodeCode Available | 1 | 5 |
| Graph Attention Networks | Oct 30, 2017 | Document ClassificationGraph Attention | CodeCode Available | 1 | 5 |
| Hierarchical Transformers for Long Document Classification | Oct 23, 2019 | ClassificationDocument Classification | CodeCode Available | 1 | 5 |
| GeoGalactica: A Scientific Large Language Model in Geoscience | Dec 31, 2023 | Document ClassificationGeneral Knowledge | CodeCode Available | 1 | 5 |
| Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution | Sep 10, 2021 | Document ClassificationMulti-Label Text Classification | CodeCode Available | 1 | 5 |
| HDLTex: Hierarchical Deep Learning for Text Classification | Sep 24, 2017 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla | Jan 1, 2021 | Document ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT | Jul 9, 2021 | BenchmarkingDocument Classification | CodeCode Available | 1 | 5 |
| HiPool: Modeling Long Documents Using Graph Neural Networks | May 5, 2023 | Document ClassificationSentence | CodeCode Available | 1 | 5 |
| HPI-DHC at TREC 2018 Precision Medicine Track | Nov 14, 2018 | ArticlesDocument Classification | CodeCode Available | 1 | 5 |
| Benchmarking large language models for biomedical natural language processing applications and recommendations | May 10, 2023 | BenchmarkingDocument Classification | CodeCode Available | 1 | 5 |
| Bioformer: an efficient transformer language model for biomedical text mining | Feb 3, 2023 | ArticlesDocument Classification | CodeCode Available | 1 | 5 |
| Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs | Oct 15, 2020 | Document ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
