| Scientific and Technological Text Knowledge Extraction Method of based on Word Mixing and GRU | Mar 31, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| kNN-NER: Named Entity Recognition with Nearest Neighbor Search | Mar 31, 2022 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 1 |
| Federated Named Entity Recognition | Mar 28, 2022 | Federated Learningnamed-entity-recognition | —Unverified | 0 |
| Hierarchical Transformer Model for Scientific Named Entity Recognition | Mar 28, 2022 | Data Augmentationgraph construction | CodeCode Available | 0 |
| Computer Science Named Entity Recognition in the Open Research Knowledge Graph | Mar 28, 2022 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| Using Domain Knowledge for Low Resource Named Entity Recognition | Mar 28, 2022 | Chinese Named Entity RecognitionLow Resource Named Entity Recognition | —Unverified | 0 |
| Mono vs Multilingual BERT: A Case Study in Hindi and Marathi Named Entity Recognition | Mar 24, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Few-shot Named Entity Recognition with Self-describing Networks | Mar 23, 2022 | Few-shot NERNamed Entity Recognition | CodeCode Available | 1 |
| SU-NLP at SemEval-2022 Task 11: Complex Named Entity Recognition with Entity Linking | Mar 22, 2022 | Entity Linkingnamed-entity-recognition | —Unverified | 0 |
| Neural Token Segmentation for High Token-Internal Complexity | Mar 21, 2022 | Dependency Parsingnamed-entity-recognition | —Unverified | 0 |
| Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition | Mar 21, 2022 | Domain Generalizationnamed-entity-recognition | CodeCode Available | 0 |
| An Intellectual Property Entity Recognition Method Based on Transformer and Technological Word Information | Mar 21, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Parallel Instance Query Network for Named Entity Recognition | Mar 20, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Radiology Text Analysis System (RadText): Architecture and Evaluation | Mar 19, 2022 | De-identificationnamed-entity-recognition | CodeCode Available | 1 |
| UlyssesNER-Br: A Corpus of Brazilian Legislative Documents for Named Entity Recognition | Mar 16, 2022 | Decision MakingInformation Retrieval | —Unverified | 0 |
| Label Semantics for Few Shot Named Entity Recognition | Mar 16, 2022 | Few-Shot LearningFew-shot NER | CodeCode Available | 1 |
| KinyaBERT: a Morphology-aware Kinyarwanda Language Model | Mar 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again | Mar 16, 2022 | In-Context LearningModel Selection | CodeCode Available | 1 |
| WCL-BBCD: A Contrastive Learning and Knowledge Graph Approach to Named Entity Recognition | Mar 14, 2022 | Contrastive LearningKnowledge Graphs | —Unverified | 0 |
| A Survey of Adversarial Defences and Robustness in NLP | Mar 12, 2022 | Adversarial Defensenamed-entity-recognition | —Unverified | 0 |
| Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing | Mar 9, 2022 | Constituency ParsingEntity Typing | CodeCode Available | 1 |
| Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC Domain | Mar 9, 2022 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER | Mar 8, 2022 | Entity TypingFew-Shot Learning | CodeCode Available | 1 |
| USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity Recognition | Mar 7, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning | Mar 3, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition | Mar 3, 2022 | Few-shot NERNamed Entity Recognition | CodeCode Available | 1 |
| DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition | Mar 1, 2022 | Multilingual Named Entity RecognitionNamed Entity Recognition | CodeCode Available | 1 |
| ParaNames: A Massively Multilingual Entity Name Corpus | Feb 28, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Deep neural networks for fine-grained surveillance of overdose mortality | Feb 25, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DataMUX: Data Multiplexing for Neural Networks | Feb 18, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| AISHELL-NER: Named Entity Recognition from Chinese Speech | Feb 17, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Towards Effective Multi-Task Interaction for Entity-Relation Extraction: A Unified Framework with Selection Recurrent Network | Feb 15, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition | Feb 13, 2022 | Data AugmentationEntity Linking | —Unverified | 0 |
| RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences | Feb 8, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A two-step approach to leverage contextual data: speech recognition in air-traffic communications | Feb 8, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Adaptive Fine-Tuning of Transformer-Based Language Models for Named Entity Recognition | Feb 5, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources | Feb 2, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis | Jan 29, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences | Jan 27, 2022 | Clinical KnowledgeDocument Classification | CodeCode Available | 1 |
| Distantly supervised end-to-end medical entity extraction from electronic health records with human-level quality | Jan 25, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Razmecheno: Named Entity Recognition from Digital Archive of Diaries "Prozhito" | Jan 24, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BTPK-based interpretable method for NER tasks based on Talmudic Public Announcement Logic | Jan 24, 2022 | Decision MakingLogical Reasoning | —Unverified | 0 |
| Legal Entity Extraction using a Pointer Generator Network | Jan 20, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media Analysis | Jan 18, 2022 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| RuMedBench: A Russian Medical Language Understanding Benchmark | Jan 17, 2022 | Medical Diagnosisnamed-entity-recognition | CodeCode Available | 1 |
| Surprisingly Simple Adapter Ensembling for Zero-Shot Cross-Lingual Sequence Tagging | Jan 16, 2022 | Cross-Lingual Transfernamed-entity-recognition | —Unverified | 0 |
| An Empirical Study of Representation, Training and Decoding for Span-based Named Entity Recognition | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Fine-grained Location Extraction via Curriculum Learning | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Causal Distillation for Language Models | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Seq-GAN-BERT:Sequence Generative Adversarial Learning for Low-resource Name Entity Recognition | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |