| Gated Task Interaction Framework for Multi-task Sequence Tagging | Sep 29, 2019 | ChunkingMulti-Task Learning | CodeCode Available | 0 |
| SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition | Oct 1, 2022 | Cross-Lingual TransferMultilingual text classification | CodeCode Available | 0 |
| Benchmarking Pre-trained Language Models for Multilingual NER: TraSpaS at the BSNLP2021 Shared Task | Apr 1, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| SLIMER-IT: Zero-Shot NER on Italian Language | Sep 24, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Gazetteer-Enhanced Bangla Named Entity Recognition with BanglaBERT Semantic Embeddings K-Means-Infused CRF Model | Jan 30, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition | Nov 16, 2021 | Cross-Lingual NERKnowledge Distillation | CodeCode Available | 0 |
| BEKG: A Built Environment Knowledge Graph | Nov 5, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Slot Filling for Biomedical Information Extraction | Sep 17, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Context encoders as a simple but powerful extension of word2vec | Jun 8, 2017 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features | Oct 15, 2023 | Data Augmentationfew-shot-ner | CodeCode Available | 0 |
| Privacy Guarantees for De-identifying Text Transformations | Aug 7, 2020 | BIG-bench Machine LearningDe-identification | CodeCode Available | 0 |
| The WEAVE Corpus: Annotating Synthetic Chemical Procedures in Patents with Chemical Named Entities | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Multi-Grained Named Entity Recognition | Jun 20, 2019 | Multi-Grained Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Generating Medical Prescriptions with Conditional Transformer | Oct 30, 2023 | 2kLanguage Modelling | CodeCode Available | 0 |
| An Overview of the Active Gene Annotation Corpus and the BioNLP OST 2019 AGAC Track Tasks | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Content Aware Analysis of Scholarly Networks: A Case Study on CORD19 Dataset | Oct 31, 2024 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| Multi hash embeddings in spaCy | Dec 19, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Multi-hop Question Answering via Reasoning Chains | Oct 7, 2019 | Coreference ResolutionMulti-hop Question Answering | CodeCode Available | 0 |
| Few-shot Named Entity Recognition via Superposition Concept Discrimination | Mar 25, 2024 | Active Learningfew-shot-ner | CodeCode Available | 0 |
| Aiding Intra-Text Representations with Visual Context for Multimodal Named Entity Recognition | Apr 2, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection Models | Oct 24, 2022 | Cross-Lingual TransferHate Speech Detection | CodeCode Available | 0 |
| A Novel Approach for Auto-Formulation of Optimization Problems | Feb 9, 2023 | Ensemble Learningnamed-entity-recognition | CodeCode Available | 0 |
| Few-shot Learning for Named Entity Recognition in Medical Text | Nov 13, 2018 | Few-Shot LearningMedical Named Entity Recognition | CodeCode Available | 0 |
| Few-Shot Domain Adaptation for Named-Entity Recognition via Joint Constrained k-Means and Subspace Selection | Nov 30, 2024 | Domain Adaptationfew-shot-ner | CodeCode Available | 0 |
| GERNERMED++: Transfer Learning in German Medical NLP | Jun 29, 2022 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 |
| A Bayesian Approach for Sequence Tagging with Crowds | Nov 2, 2018 | Active LearningArgument Mining | CodeCode Available | 0 |
| GGPONC 2.0 - The German Clinical Guideline Corpus for Oncology: Curation Workflow, Annotation Policy, Baseline NER Taggers | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Multilingual is not enough: BERT for Finnish | Dec 15, 2019 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 0 |
| Progressive Sentiment Analysis for Code-Switched Text Data | Oct 25, 2022 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| Few-shot classification in Named Entity Recognition Task | Dec 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| FENEC : un corpus équilibré pour l’évaluation des entités nommées en français (FENEC : a balanced sample corpus for French named entity recognition ) | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Federated Incremental Named Entity Recognition | Nov 18, 2024 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
| An Open Corpus for Named Entity Recognition in Historic Newspapers | May 1, 2016 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels | Oct 14, 2019 | Low Resource Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Dependency-Guided LSTM-CRF for Named Entity Recognition | Sep 23, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Batavia asked for advice. Pretrained language models for Named Entity Recognition in historical texts. | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition | Jun 6, 2023 | few-shot-nerFew-shot NER | CodeCode Available | 0 |
| BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering | Apr 4, 2024 | graph constructionInformation Retrieval | CodeCode Available | 0 |
| Using Similarity Measures to Select Pretraining Data for NER | Apr 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| GNN-SL: Sequence Labeling Based on Nearest Examples via GNN | Dec 5, 2022 | Chinese Word Segmentationnamed-entity-recognition | CodeCode Available | 0 |
| Extraction of Medication and Temporal Relation from Clinical Text using Neural Language Models | Oct 3, 2023 | AvgDisease Prediction | CodeCode Available | 0 |
| Extracting Impact Model Narratives from Social Services' Text | Apr 4, 2022 | modelnamed-entity-recognition | CodeCode Available | 0 |
| Multilingual Named Entity Recognition Using Pretrained Embeddings, Attention Mechanism and NCRF | Jun 21, 2019 | Joint NER and ClassificationLanguage Modeling | CodeCode Available | 0 |
| Exploring the Potential of Machine Translation for Generating Named Entity Datasets: A Case Study between Persian and English | Feb 19, 2023 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 |
| Exploring Swedish & English fastText Embeddings for NER with the Transformer | Jul 23, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition | Dec 3, 2024 | Contrastive Learningdomain classification | CodeCode Available | 0 |
| Massively Multilingual Transfer for NER | Feb 1, 2019 | Cross-Lingual TransferFew-Shot Learning | CodeCode Available | 0 |
| Annotations for Exploring Food Tweets From Multiple Aspects | Dec 9, 2024 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 |
| Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition Systems | Jul 3, 2023 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |