| Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training | Sep 10, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Truth Discovery in Sequence Labels from Crowds | Sep 9, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder | Sep 9, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| ELIT: Emory Language and Information Toolkit | Sep 8, 2021 | AMR ParsingConstituency Parsing | CodeCode Available | 1 |
| Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario | Sep 8, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models | Sep 4, 2021 | domain classificationnamed-entity-recognition | —Unverified | 0 |
| Data Augmentation for Cross-Domain Named Entity Recognition | Sep 4, 2021 | Cross-Domain Named Entity RecognitionData Augmentation | CodeCode Available | 1 |
| Empirical Study of Named Entity Recognition Performance Using Distribution-aware Word Embedding | Sep 3, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Open-Source Dataset and A Multi-Task Model for Malay Named Entity Recognition | Sep 3, 2021 | Boundary Detectionnamed-entity-recognition | —Unverified | 0 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
