| Do "English" Named Entity Recognizers Work Well on Global Englishes? | Apr 20, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 5 |
| A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL | Nov 13, 2024 | DiversityIn-Context Learning | CodeCode Available | 4 |
| iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models | Sep 5, 2024 | Few-Shot LearningInformation Retrieval | CodeCode Available | 4 |
| GLiREL -- Generalist Model for Zero-Shot Relation Extraction | Jan 6, 2025 | modelnamed-entity-recognition | CodeCode Available | 3 |
| WhisperNER: Unified Open Named Entity and Speech Recognition | Sep 12, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 |
| Accurate clinical and biomedical Named entity recognition at scale | Jul 19, 2022 | Clinical Concept ExtractionDe-identification | CodeCode Available | 3 |
| N-LTP: An Open-source Neural Language Technology Platform for Chinese | Sep 24, 2020 | Chinese Word SegmentationDependency Parsing | CodeCode Available | 3 |
| Biomedical and Clinical English Model Packages in the Stanza Python NLP Library | Jul 29, 2020 | GPUNamed Entity Recognition | CodeCode Available | 3 |
| TENER: Adapting Transformer Encoder for Named Entity Recognition | Nov 10, 2019 | Chinese Named Entity RecognitionNamed Entity Recognition | CodeCode Available | 3 |
| ERNIE: Enhanced Representation through Knowledge Integration | Apr 19, 2019 | Chinese Named Entity RecognitionChinese Sentence Pair Classification | CodeCode Available | 3 |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Oct 11, 2018 | Citation Intent ClassificationCommon Sense Reasoning | CodeCode Available | 3 |
| GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern Greek | Dec 11, 2024 | Dependency ParsingMorphological Tagging | CodeCode Available | 2 |
| CNMBERT: A Model for Converting Hanyu Pinyin Abbreviations to Chinese Characters | Nov 18, 2024 | fill-maskFill Mask | CodeCode Available | 2 |
| Towards Evaluating and Building Versatile Large Language Models for Medicine | Aug 22, 2024 | Multiple-choicenamed-entity-recognition | CodeCode Available | 2 |
| Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges | Apr 24, 2024 | Drug DesignInductive Bias | CodeCode Available | 2 |
| VNLP: Turkish NLP Package | Mar 2, 2024 | Morphological Analysisnamed-entity-recognition | CodeCode Available | 2 |
| Rethinking Negative Instances for Generative Named Entity Recognition | Feb 26, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 2 |
| TechGPT-2.0: A large language model project to solve the task of knowledge graph construction | Jan 9, 2024 | graph constructionLanguage Modeling | CodeCode Available | 2 |
| GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer | Nov 14, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 2 |
| GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction | Oct 5, 2023 | Event Argument ExtractionEvent Extraction | CodeCode Available | 2 |
| OWL: A Large Language Model for IT Operations | Sep 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition | Aug 7, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 2 |
| Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction | Jul 25, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 2 |
| CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition | May 24, 2023 | DenoisingKnowledge Distillation | CodeCode Available | 2 |
| GPT-NER: Named Entity Recognition via Large Language Models | Apr 20, 2023 | Hallucinationnamed-entity-recognition | CodeCode Available | 2 |
