| Simple yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Few-Shot Named Entity Recognition with Biaffine Span Representation | Nov 16, 2021 | Few-shot NERNamed Entity Recognition | —Unverified | 0 |
| TextMosaic: A New Data Augmentation Method for Named Entity Recognition Using Document-Level Contexts | Nov 16, 2021 | Data AugmentationGPU | —Unverified | 0 |
| Rethinking Negative Sampling for Handling Missing Entity Annotations | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis | Nov 16, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Few-shot Named Entity Recognition with Joint Token and Sentence Awareness | Nov 16, 2021 | Few-Shot LearningFew-shot NER | —Unverified | 0 |
| Zero-Shot Learning in Named-Entity Recognition with External Knowledge | Nov 15, 2021 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 1 |
| DataWords: Getting Contrarian with Text, Structured Data and Explanations | Nov 9, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 |
| The overview of the NLM-Chem BioCreative VII track: full-text chemical identification and indexing in PubMed articles | Nov 8, 2021 | ArticlesChemical Entity Recognition | —Unverified | 0 |
| Focusing on Potential Named Entities During Active Label Acquisition | Nov 6, 2021 | Active Learningnamed-entity-recognition | CodeCode Available | 1 |
