| Are you a hero or a villain? A semantic role labelling approach for detecting harmful memes. | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Uncertainty Estimation of Transformer Predictions for Misclassification Detection | May 1, 2022 | Active LearningAdversarial Attack | CodeCode Available | 0 |
| Nested Named Entity Recognition with Span-level Graphs | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| What do we Really Know about State of the Art NER? | Apr 29, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer | Apr 28, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Local Hypergraph-based Nested Named Entity Recognition as Query-based Sequence Labeling | Apr 25, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Few-shot learning for medical text: A systematic review | Apr 21, 2022 | ArticlesFew-Shot Learning | —Unverified | 0 |
| Recovering Patient Journeys: A Corpus of Biomedical Entities and Relations on Twitter (BEAR) | Apr 21, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition for Partially Annotated Datasets | Apr 19, 2022 | Allnamed-entity-recognition | —Unverified | 0 |
| Nested Named Entity Recognition as Holistic Structure Parsing | Apr 17, 2022 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| Qtrade AI at SemEval-2022 Task 11: An Unified Framework for Multilingual NER Task | Apr 14, 2022 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts | Apr 13, 2022 | Information RetrievalMachine Translation | —Unverified | 0 |
| Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition | Apr 12, 2022 | Graph Neural Networknamed-entity-recognition | —Unverified | 0 |
| Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition | Apr 12, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models | Apr 12, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Solving Price Per Unit Problem Around the World: Formulating Fact Extraction as Question Answering | Apr 12, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| "FIJO": a French Insurance Soft Skill Detection Dataset | Apr 11, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 | Apr 11, 2022 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation | Apr 11, 2022 | ClassificationDiagnostic | CodeCode Available | 0 |
| Breaking Character: Are Subwords Good Enough for MRLs After All? | Apr 10, 2022 | AllExtractive Question-Answering | —Unverified | 0 |
| Automatic Extraction of Nested Entities in Clinical Referrals in Spanish | Apr 7, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| LAMNER: Code Comment Generation Using Character Language Model and Named Entity Recognition | Apr 5, 2022 | Code Comment GenerationComment Generation | —Unverified | 0 |
| Extracting Impact Model Narratives from Social Services' Text | Apr 4, 2022 | modelnamed-entity-recognition | CodeCode Available | 0 |
| Product Market Demand Analysis Using NLP in Banglish Text with Sentiment Analysis and Named Entity Recognition | Apr 4, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multi-View Approach to Suggest Moderation Actions in Community Question Answering Sites | Apr 4, 2022 | Community Question Answeringnamed-entity-recognition | —Unverified | 0 |
| End-to-end model for named entity recognition from speech without paired training data | Apr 2, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition | Apr 2, 2022 | Contrastive LearningCross-Lingual NER | CodeCode Available | 0 |
| Scientific and Technological Text Knowledge Extraction Method of based on Word Mixing and GRU | Mar 31, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Using Domain Knowledge for Low Resource Named Entity Recognition | Mar 28, 2022 | Chinese Named Entity RecognitionLow Resource Named Entity Recognition | —Unverified | 0 |
| 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 |
| Mono vs Multilingual BERT: A Case Study in Hindi and Marathi Named Entity Recognition | Mar 24, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| SU-NLP at SemEval-2022 Task 11: Complex Named Entity Recognition with Entity Linking | Mar 22, 2022 | Entity Linkingnamed-entity-recognition | —Unverified | 0 |
| An Intellectual Property Entity Recognition Method Based on Transformer and Technological Word Information | Mar 21, 2022 | named-entity-recognitionNamed 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 |
| Neural Token Segmentation for High Token-Internal Complexity | Mar 21, 2022 | Dependency Parsingnamed-entity-recognition | —Unverified | 0 |
| UlyssesNER-Br: A Corpus of Brazilian Legislative Documents for Named Entity Recognition | Mar 16, 2022 | Decision MakingInformation Retrieval | —Unverified | 0 |
| 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 |
| Deep neural networks for fine-grained surveillance of overdose mortality | Feb 25, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| 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 |
| 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 |
| RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences | Feb 8, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| 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 |
| 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 |