| AutoLLM-CARD: Towards a Description and Landscape of Large Language Models | Sep 25, 2024 | Knowledge Graphsnamed-entity-recognition | CodeCode Available | 0 |
| The Biomaterials Annotator: a system for ontology-based concept annotation of biomaterials text | Jun 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition | May 21, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| VnCoreNLP: A Vietnamese Natural Language Processing Toolkit | Jan 4, 2018 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 0 |
| uOttawa at LegalLens-2024: Transformer-based Classification Experiments | Oct 28, 2024 | Classificationnamed-entity-recognition | CodeCode Available | 0 |
| A Neural Model for Text Localization, Transcription and Named Entity Recognition in Full Pages | Dec 20, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition | Dec 22, 2020 | Cross-Lingual NERDomain Adaptation | CodeCode Available | 0 |
| Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model | Jun 17, 2021 | Denoisingnamed-entity-recognition | CodeCode Available | 0 |
| On-the-Job Learning with Bayesian Decision Theory | Jun 10, 2015 | General Classificationimage-classification | CodeCode Available | 0 |
| LLMs in Biomedicine: A study on clinical Named Entity Recognition | Apr 10, 2024 | few-shot-nerFew-shot NER | CodeCode Available | 0 |
| The hunvec framework for NN-CRF-based sequential tagging | May 1, 2016 | Feature Engineeringnamed-entity-recognition | CodeCode Available | 0 |
| On the Use of External Data for Spoken Named Entity Recognition | Dec 14, 2021 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
| Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension | Aug 12, 2023 | Few-Shot LearningMachine Reading Comprehension | CodeCode Available | 0 |
| A Comparison of Named Entity Recognition Tools Applied to Biographical Texts | Aug 3, 2013 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation? | Jul 2, 2024 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 |
| DELTA: A DEep learning based Language Technology plAtform | Aug 2, 2019 | Abstractive Text SummarizationDeep Learning | CodeCode Available | 0 |
| Breaking BERT: Understanding its Vulnerabilities for Named Entity Recognition through Adversarial Attack | Sep 23, 2021 | Adversarial AttackDecision Making | CodeCode Available | 0 |
| Semi-supervised Named Entity Recognition in noisy-text | Dec 1, 2016 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Semi-supervised sequence tagging with bidirectional language models | Apr 29, 2017 | Chunkingnamed-entity-recognition | CodeCode Available | 0 |
| Low-Resource Named Entity Recognition Based on Multi-hop Dependency Trigger | Sep 15, 2021 | Low Resource Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation | Sep 1, 2021 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| SeNsER: Learning Cross-Building Sensor Metadata Tagger | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Probing Pre-trained Auto-regressive Language Models for Named Entity Typing and Recognition | Aug 26, 2021 | Entity TypingFew-shot NER | CodeCode Available | 0 |
| A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs | May 19, 2025 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 |
| Sentence-Level Resampling for Named Entity Recognition | Jul 1, 2022 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 |
| OpenTag: Open Attribute Value Extraction from Product Profiles [Deep Learning, Active Learning, Named Entity Recognition] | Jun 1, 2018 | Active LearningAttribute | CodeCode Available | 0 |
| Def2Vec: Extensible Word Embeddings from Dictionary Definitions | Dec 16, 2023 | Chunkingnamed-entity-recognition | CodeCode Available | 0 |
| Deeper Clinical Document Understanding Using Relation Extraction | Dec 25, 2021 | document understandingnamed-entity-recognition | CodeCode Available | 0 |
| Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition | Jun 28, 2023 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 0 |
| Impact of Subword Pooling Strategy on Cross-lingual Event Detection | Feb 22, 2023 | Event DetectionEvent Extraction | CodeCode Available | 0 |
| AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER | Jun 4, 2021 | Cross-Lingual NERMachine Translation | CodeCode Available | 0 |
| Deep Affix Features Improve Neural Named Entity Recognizers | Jun 1, 2018 | Feature EngineeringMorphological Analysis | CodeCode Available | 0 |
| BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition | Aug 16, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Optimizing small BERTs trained for German NER | Apr 23, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| OptSLA: an Optimization-Based Approach for Sequential Label Aggregation | Nov 1, 2020 | BIG-bench Machine Learningnamed-entity-recognition | CodeCode Available | 0 |
| Decomposed Meta-Learning for Few-Shot Sequence Labeling | Mar 4, 2024 | Entity TypingEvent Detection | CodeCode Available | 0 |
| TriG-NER: Triplet-Grid Framework for Discontinuous Named Entity Recognition | Nov 4, 2024 | Boundary Detectionnamed-entity-recognition | CodeCode Available | 0 |
| Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition | Oct 24, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Using a Frustratingly Easy Domain and Tagset Adaptation for Creating Slavic Named Entity Recognition Systems | Apr 1, 2021 | Domain AdaptationMiscellaneous | CodeCode Available | 0 |
| Wiki-TabNER: Integrating Named Entity Recognition into Wikipedia Tables | Mar 7, 2024 | Entity Linkingnamed-entity-recognition | CodeCode Available | 0 |
| Mapping the Past: Geographically Linking an Early 20th Century Swedish Encyclopedia with Wikidata | Jun 25, 2024 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| AmpleHate: Amplifying the Attention for Versatile Implicit Hate Detection | May 26, 2025 | Contrastive LearningHate Speech Detection | CodeCode Available | 0 |
| Data Centric Domain Adaptation for Historical Text with OCR Errors | Jul 2, 2021 | Cross-Domain Named Entity RecognitionDomain Adaptation | 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 |
| MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition | Oct 22, 2022 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| Data Augmentation for Robust Character Detection in Fantasy Novels | Feb 9, 2023 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 |
| Data Augmentation for Low-Resource Named Entity Recognition Using Backtranslation | Aug 26, 2021 | Data AugmentationLow Resource Named Entity Recognition | CodeCode Available | 0 |
| DaN+: Danish Nested Named Entities and Lexical Normalization | May 24, 2021 | Cross-Lingual TransferLexical Normalization | CodeCode Available | 0 |
| A Prism Module for Semantic Disentanglement in Name Entity Recognition | Jul 1, 2019 | Disentanglementnamed-entity-recognition | CodeCode Available | 0 |
| Sequence Labeling Approach to the Task of Sentence Boundary Detection | Jan 20, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |