| Reducing the impact of out of vocabulary words in the translation of natural language questions into SPARQL queries | Nov 4, 2021 | Entity LinkingMachine Translation | —Unverified | 0 |
| A PubMedBERT-based Classifier with Data Augmentation Strategy for Detecting Medication Mentions in Tweets | Nov 3, 2021 | Data AugmentationManagement | —Unverified | 0 |
| Arabic Named Entity Recognition Using Transformer-based-CRF Model | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Improved Named Entity Recognition for Noisy Call Center Transcripts | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| ParsTwiNER: A Corpus for Named Entity Recognition at Informal Persian | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Batavia asked for advice. Pretrained language models for Named Entity Recognition in historical texts. | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts | Nov 1, 2021 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition | Nov 1, 2021 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset | Nov 1, 2021 | Chinese Named Entity RecognitionManagement | —Unverified | 0 |
| Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing | Nov 1, 2021 | Cross-Lingual TransferEntity Typing | —Unverified | 0 |
| Few-Shot Named Entity Recognition: An Empirical Baseline Study | Nov 1, 2021 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| SeqAttack: On Adversarial Attacks for Named Entity Recognition | Nov 1, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 |
| TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition | Nov 1, 2021 | Data AugmentationLow Resource Named Entity Recognition | —Unverified | 0 |
| Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction | Nov 1, 2021 | Joint Entity and Relation ExtractionMulti-Task Learning | —Unverified | 0 |
| MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural Text | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition | Nov 1, 2021 | Cross-Domain Named Entity RecognitionData Augmentation | —Unverified | 0 |
| Fine-grained Entity Typing without Knowledge Base | Nov 1, 2021 | Entity Typingnamed-entity-recognition | CodeCode Available | 0 |
| ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER | Nov 1, 2021 | Domain AdaptationMultilingual Named Entity Recognition | CodeCode Available | 1 |
| Language Clustering for Multilingual Named Entity Recognition | Nov 1, 2021 | ClusteringLanguage Identification | —Unverified | 0 |
| HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer | Nov 1, 2021 | Cross-Lingual TransferDependency Parsing | —Unverified | 0 |
| CNNBiF: CNN-based Bigram Features for Named Entity Recognition | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
