| NEREL: A Russian Dataset with Nested Named Entities, Relations and Events | Aug 30, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Probing Pre-trained Auto-regressive Language Models for Named Entity Typing and Recognition | Aug 26, 2021 | Entity TypingFew-shot NER | CodeCode Available | 0 |
| Data Augmentation for Low-Resource Named Entity Recognition Using Backtranslation | Aug 26, 2021 | Data AugmentationLow Resource Named Entity Recognition | CodeCode Available | 0 |
| Rethinking Negative Sampling for Handling Missing Entity Annotations | Aug 26, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Position-Invariant Truecasing with a Word-and-Character Hierarchical Recurrent Neural Network | Aug 26, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deploying a BERT-based Query-Title Relevance Classifier in a Production System: a View from the Trenches | Aug 23, 2021 | CPUData Augmentation | —Unverified | 0 |
| UzBERT: pretraining a BERT model for Uzbek | Aug 22, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SoMeSci- A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles | Aug 20, 2021 | ArticlesEntity Disambiguation | CodeCode Available | 1 |
| QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction | Aug 19, 2021 | AttributeAttribute Value Extraction | —Unverified | 0 |
| De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective | Aug 18, 2021 | De-identificationnamed-entity-recognition | —Unverified | 0 |
