| Hierarchical Transformers for Long Document Classification | Oct 23, 2019 | ClassificationDocument Classification | CodeCode Available | 1 |
| Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT | Oct 13, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Learning Only from Relevant Keywords and Unlabeled Documents | Oct 10, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| ADAPTING PRETRAINED LANGUAGE MODELS FOR LONG DOCUMENT CLASSIFICATION | Sep 25, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Neural Generative Rhetorical Structure Parsing | Sep 24, 2019 | Document Classification | —Unverified | 0 |
| Enriching BERT with Knowledge Graph Embeddings for Document Classification | Sep 18, 2019 | ClassificationDescriptive | CodeCode Available | 0 |
| Document classification methods | Sep 16, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Bridging the domain gap in cross-lingual document classification | Sep 16, 2019 | ClassificationCross-Domain Document Classification | CodeCode Available | 0 |
| A Robust Hybrid Approach for Textual Document Classification | Sep 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| MultiFiT: Efficient Multi-lingual Language Model Fine-tuning | Sep 10, 2019 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 1 |
| Turning silver into gold: error-focused corpus reannotation with active learning | Sep 1, 2019 | Active LearningDocument Classification | —Unverified | 0 |
| Discriminative Topic Mining via Category-Name Guided Text Embedding | Aug 20, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Successive Projection Algorithm Robust to Outliers | Aug 12, 2019 | Document ClassificationHyperspectral Unmixing | —Unverified | 0 |
| Multi-Relational Classification via Bayesian Ranked Non-Linear Embeddings | Aug 6, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing | Aug 1, 2019 | ArticlesDeep Learning | CodeCode Available | 0 |
| Argument Component Classification by Relation Identification by Neural Network and TextRank | Aug 1, 2019 | ArticlesClassification | —Unverified | 0 |
| Analysing Representations of Memory Impairment in a Clinical Notes Classification Model | Aug 1, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Mitigating Uncertainty in Document Classification | Jul 17, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Multimodal deep networks for text and image-based document classification | Jul 15, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models | Jul 1, 2019 | ClassificationDiachronic Word Embeddings | CodeCode Available | 0 |
| Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring | Jul 1, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment | Jul 1, 2019 | Document ClassificationMulti-Task Learning | —Unverified | 0 |
| Pre-Training with Whole Word Masking for Chinese BERT | Jun 19, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 3 |
| Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets | Jun 13, 2019 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs | Jun 1, 2019 | Bilingual Lexicon InductionCross-Lingual Word Embeddings | —Unverified | 0 |
