| Do "English" Named Entity Recognizers Work Well on Global Englishes? | Apr 20, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 5 |
| iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models | Sep 5, 2024 | Few-Shot LearningInformation Retrieval | CodeCode Available | 4 |
| A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL | Nov 13, 2024 | DiversityIn-Context Learning | CodeCode Available | 4 |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Oct 11, 2018 | Citation Intent ClassificationCommon Sense Reasoning | CodeCode Available | 3 |
| ERNIE: Enhanced Representation through Knowledge Integration | Apr 19, 2019 | Chinese Named Entity RecognitionChinese Sentence Pair Classification | 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 |
| Accurate clinical and biomedical Named entity recognition at scale | Jul 19, 2022 | Clinical Concept ExtractionDe-identification | CodeCode Available | 3 |
| GLiREL -- Generalist Model for Zero-Shot Relation Extraction | Jan 6, 2025 | modelnamed-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 |
| WhisperNER: Unified Open Named Entity and Speech Recognition | Sep 12, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 |
| 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 |
| Language Modelling with Pixels | Jul 14, 2022 | Language ModellingNamed Entity Recognition | CodeCode Available | 2 |
| Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts | Oct 7, 2022 | ArticlesLanguage Modeling | CodeCode Available | 2 |
| GPT-NER: Named Entity Recognition via Large Language Models | Apr 20, 2023 | Hallucinationnamed-entity-recognition | CodeCode Available | 2 |
| MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer | Apr 30, 2020 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 2 |
| OWL: A Large Language Model for IT Operations | Sep 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer | Nov 14, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 2 |
| Decomposed Meta-Learning for Few-Shot Named Entity Recognition | Apr 12, 2022 | Entity TypingFew-shot NER | CodeCode Available | 2 |
| CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for Chinese | Jan 13, 2020 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 2 |
| FLAT: Chinese NER Using Flat-Lattice Transformer | Apr 24, 2020 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 2 |
| Foresight -- Generative Pretrained Transformer (GPT) for Modelling of Patient Timelines using EHRs | Dec 13, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 2 |
| CNMBERT: A Model for Converting Hanyu Pinyin Abbreviations to Chinese Characters | Nov 18, 2024 | fill-maskFill Mask | CodeCode Available | 2 |
| GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern Greek | Dec 11, 2024 | Dependency ParsingMorphological Tagging | CodeCode Available | 2 |
| BERN2: an advanced neural biomedical named entity recognition and normalization tool | Jan 6, 2022 | graph constructionnamed-entity-recognition | CodeCode Available | 2 |
