| ViMQ: A Vietnamese Medical Question Dataset for Healthcare Dialogue System Development | Apr 27, 2023 | intent-classificationIntent Classification | CodeCode Available | 1 |
| Technical Report: Impact of Position Bias on Language Models in Token Classification | Apr 26, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Key-value information extraction from full handwritten pages | Apr 26, 2023 | Handwriting Recognitionnamed-entity-recognition | —Unverified | 0 |
| BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph Construction and Analysis | Apr 21, 2023 | Clinical Knowledgegraph construction | —Unverified | 0 |
| FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval system | Apr 21, 2023 | CPUGPU | CodeCode Available | 1 |
| GPT-NER: Named Entity Recognition via Large Language Models | Apr 20, 2023 | Hallucinationnamed-entity-recognition | CodeCode Available | 2 |
| IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition using Knowledge Bases | Apr 20, 2023 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| MasakhaNEWS: News Topic Classification for African languages | Apr 19, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| BRENT: Bidirectional Retrieval Enhanced Norwegian Transformer | Apr 19, 2023 | Dependency ParsingExtractive Question-Answering | CodeCode Available | 0 |
| SemEval 2023 Task 6: LegalEval - Understanding Legal Texts | Apr 19, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| HeRo: RoBERTa and Longformer Hebrew Language Models | Apr 18, 2023 | Document ClassificationLanguage Modeling | —Unverified | 0 |
| Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese | Apr 18, 2023 | Cross-Lingual Transfernamed-entity-recognition | —Unverified | 0 |
| Classification of US Supreme Court Cases using BERT-Based Techniques | Apr 17, 2023 | Classificationnamed-entity-recognition | CodeCode Available | 0 |
| EasyNER: A Customizable Easy-to-Use Pipeline for Deep Learning- and Dictionary-based Named Entity Recognition from Medical Text | Apr 16, 2023 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| LeafAI: query generator for clinical cohort discovery rivaling a human programmer | Apr 13, 2023 | Logical Reasoningnamed-entity-recognition | —Unverified | 0 |
| An Entity-based Claim Extraction Pipeline for Real-world Biomedical Fact-checking | Apr 11, 2023 | Entity LinkingFact Checking | —Unverified | 0 |
| A Survey of Resources and Methods for Natural Language Processing of Serbian Language | Apr 11, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Exploring the Use of Foundation Models for Named Entity Recognition and Lemmatization Tasks in Slavic Languages | Apr 11, 2023 | Lemmatizationnamed-entity-recognition | —Unverified | 0 |
| Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding | Apr 9, 2023 | Document Classificationnamed-entity-recognition | CodeCode Available | 1 |
| WikiGoldSK: Annotated Dataset, Baselines and Few-Shot Learning Experiments for Slovak Named Entity Recognition | Apr 8, 2023 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 0 |
| MphayaNER: Named Entity Recognition for Tshivenda | Apr 8, 2023 | Information Retrievalnamed-entity-recognition | CodeCode Available | 0 |
| Using LSTM and GRU With a New Dataset for Named Entity Recognition in the Arabic Language | Apr 6, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Enhancing Multimodal Entity and Relation Extraction with Variational Information Bottleneck | Apr 5, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| End-to-End Models for Chemical-Protein Interaction Extraction: Better Tokenization and Span-Based Pipeline Strategies | Apr 3, 2023 | Chemical-Protein Interaction Extractionnamed-entity-recognition | —Unverified | 0 |
| MMT: A Multilingual and Multi-Topic Indian Social Media Dataset | Apr 2, 2023 | DiversityLanguage Identification | —Unverified | 0 |
