| Domain-Specific NER via Retrieving Correlated Samples | Aug 27, 2022 | Named Entity RecognitionNamed Entity Recognition (NER) | CodeCode Available | 1 |
| FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition | Aug 24, 2022 | Cross-Domain Named Entity RecognitionData Augmentation | CodeCode Available | 1 |
| An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition | Aug 9, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| End-to-End Chinese Speaker Identification | Jul 1, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Multi-features based Semantic Augmentation Networks for Named Entity Recognition in Threat Intelligence | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation) | Jul 1, 2022 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| A Label-Aware Autoregressive Framework for Cross-Domain NER | Jul 1, 2022 | Cross-Domain Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| NERDA-Con: Extending NER models for Continual Learning -- Integrating Distinct Tasks and Updating Distribution Shifts | Jun 28, 2022 | Continual Learningnamed-entity-recognition | CodeCode Available | 1 |
| Endowing Language Models with Multimodal Knowledge Graph Representations | Jun 27, 2022 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models | Jun 15, 2022 | DescriptiveDomain Adaptation | CodeCode Available | 1 |
| SsciBERT: A Pre-trained Language Model for Social Science Texts | Jun 9, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Twitter Corpus for Named Entity Recognition in Turkish | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Enhanced Entity Annotations for Multilingual Corpora | Jun 1, 2022 | ArticlesEntity Linking | CodeCode Available | 1 |
| FinBERT-MRC: financial named entity recognition using BERT under the machine reading comprehension paradigm | May 31, 2022 | Machine Reading Comprehensionnamed-entity-recognition | CodeCode Available | 1 |
| hmBERT: Historical Multilingual Language Models for Named Entity Recognition | May 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| RuNNE-2022 Shared Task: Recognizing Nested Named Entities | May 23, 2022 | Dialogue Evaluationnamed-entity-recognition | CodeCode Available | 1 |
| Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese | May 21, 2022 | Cross-Lingual TransferDependency Parsing | CodeCode Available | 1 |
| DeepStruct: Pretraining of Language Models for Structure Prediction | May 21, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT | May 19, 2022 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 1 |
| Hero-Gang Neural Model For Named Entity Recognition | May 15, 2022 | modelnamed-entity-recognition | CodeCode Available | 1 |
| ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation | May 13, 2022 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity Recognition | May 12, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Ontology-Driven and Weakly Supervised Rare Disease Identification from Clinical Notes | May 11, 2022 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction | May 7, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
