| ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer | Jul 2, 2022 | imbalanced classificationInformation Retrieval | —Unverified | 0 |
| A Biomedical Pipeline to Detect Clinical and Non-Clinical Named Entities | Jul 2, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities | Jul 1, 2022 | Chinese Named Entity RecognitionData Augmentation | —Unverified | 0 |
| Label Refinement via Contrastive Learning for Distantly-Supervised Named Entity Recognition | Jul 1, 2022 | Contrastive Learningnamed-entity-recognition | CodeCode Available | 0 |
| SemEval-2022 Task 11: Multilingual Complex Named Entity Recognition (MultiCoNER) | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| RACAI at SemEval-2022 Task 11: Complex named entity recognition using a lateral inhibition mechanism | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Knowledge extraction from aeronautical messages (NOTAMs) with self-supervised language models for aircraft pilots | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| UC3M-PUCPR at SemEval-2022 Task 11: An Ensemble Method of Transformer-based Models for Complex Named Entity Recognition | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition | Jul 1, 2022 | Cross-Domain Named Entity RecognitionCross-Lingual Transfer | —Unverified | 0 |
| DS4DH at SemEval-2022 Task 11: Multilingual Named Entity Recognition Using an Ensemble of Transformer-based Language Models | Jul 1, 2022 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| NamedEntityRangers at SemEval-2022 Task 11: Transformer-based Approaches for Multilingual Complex Named Entity Recognition | Jul 1, 2022 | Decodernamed-entity-recognition | CodeCode Available | 0 |
| SeqL at SemEval-2022 Task 11: An Ensemble of Transformer Based Models for Complex Named Entity Recognition Task | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| silpa_nlp at SemEval-2022 Tasks 11: Transformer based NER models for Hindi and Bangla languages | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Sentence-Level Resampling for Named Entity Recognition | Jul 1, 2022 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 |
| UA-KO at SemEval-2022 Task 11: Data Augmentation and Ensembles for Korean Named Entity Recognition | Jul 1, 2022 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels | Jul 1, 2022 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| NCUEE-NLP at SemEval-2022 Task 11: Chinese Named Entity Recognition Using the BERT-BiLSTM-CRF Model | Jul 1, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| DANGNT-SGU at SemEval-2022 Task 11: Using Pre-trained Language Model for Complex Named Entity Recognition | Jul 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Resilience of Named Entity Recognition Models under Adversarial Attack | Jul 1, 2022 | Adversarial Attacknamed-entity-recognition | CodeCode Available | 0 |
| CSECU-DSG at SemEval-2022 Task 11: Identifying the Multilingual Complex Named Entity in Text Using Stacked Embeddings and Transformer based Approach | Jul 1, 2022 | Diversitynamed-entity-recognition | —Unverified | 0 |
| Crossroads, Buildings and Neighborhoods: A Dataset for Fine-grained Location Recognition | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| KDDIE at SemEval-2022 Task 11: Using DeBERTa for Named Entity Recognition | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| PAI at SemEval-2022 Task 11: Name Entity Recognition with Contextualized Entity Representations and Robust Loss Functions | Jul 1, 2022 | Binary Classificationnamed-entity-recognition | CodeCode Available | 0 |
| MarSan at SemEval-2022 Task 11: Multilingual complex named entity recognition using T5 and transformer encoder | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Infrrd.ai at SemEval-2022 Task 11: A system for named entity recognition using data augmentation, transformer-based sequence labeling model, and EnsembleCRF | Jul 1, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Controlled Data Generation via Insertion Operations for NLU | Jul 1, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| L3i at SemEval-2022 Task 11: Straightforward Additional Context for Multilingual Named Entity Recognition | Jul 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition | Jul 1, 2022 | Data AugmentationEntity Linking | —Unverified | 0 |
| CMB AI Lab at SemEval-2022 Task 11: A Two-Stage Approach for Complex Named Entity Recognition via Span Boundary Detection and Span Classification | Jul 1, 2022 | Boundary Detectionnamed-entity-recognition | —Unverified | 0 |
| Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| AaltoNLP at SemEval-2022 Task 11: Ensembling Task-adaptive Pretrained Transformers for Multilingual Complex NER | Jul 1, 2022 | Model Selectionnamed-entity-recognition | —Unverified | 0 |
| Raccoons at SemEval-2022 Task 11: Leveraging Concatenated Word Embeddings for Named Entity Recognition | Jul 1, 2022 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Clinical Flair: A Pre-Trained Language Model for Spanish Clinical Natural Language Processing | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| CIAug: Equipping Interpolative Augmentation with Curriculum Learning | Jul 1, 2022 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 |
| TurkishDelightNLP: A Neural Turkish NLP Toolkit | Jul 1, 2022 | Dependency ParsingMorphological Tagging | CodeCode Available | 0 |
| Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics | Jul 1, 2022 | ArticlesChemical Indexing | CodeCode Available | 0 |
| Few-shot Learning for Sumerian Named Entity Recognition | Jul 1, 2022 | Few-Shot Learningnamed-entity-recognition | —Unverified | 0 |
| Team dina at SemEval-2022 Task 8: Pre-trained Language Models as Baselines for Semantic Similarity | Jul 1, 2022 | ArticlesMachine Translation | —Unverified | 0 |
| GERNERMED++: Transfer Learning in German Medical NLP | Jun 29, 2022 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 |
| Evaluation of Embedding Models for Automatic Extraction and Classification of Acknowledged Entities in Scientific Documents | Jun 22, 2022 | Miscellaneousnamed-entity-recognition | —Unverified | 0 |
| Contextualization and Generalization in Entity and Relation Extraction | Jun 15, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| CMNEROne at SemEval-2022 Task 11: Code-Mixed Named Entity Recognition by leveraging multilingual data | Jun 15, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Experimental Investigation of Part-Of-Speech Taggers for Vietnamese | Jun 14, 2022 | ChunkingDependency Parsing | —Unverified | 0 |
| Enriching a Fashion Knowledge Graph from Product Textual Descriptions | Jun 2, 2022 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Pre-training and Evaluating Transformer-based Language Models for Icelandic | Jun 1, 2022 | Dependency Parsingnamed-entity-recognition | —Unverified | 0 |
| Russian Jeopardy! Data Set for Question-Answering Systems | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Enhancing Relation Extraction via Adversarial Multi-task Learning | Jun 1, 2022 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 0 |
| Enhancing Deep Learning with Embedded Features for Arabic Named Entity Recognition | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Multilingual Named Entity Recognition for Medieval Charters Using Stacked Embeddings and Bert-based Models. | Jun 1, 2022 | HTRMultilingual Named Entity Recognition | —Unverified | 0 |