| I2SRM: Intra- and Inter-Sample Relationship Modeling for Multimodal Information Extraction | Oct 10, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer | Apr 25, 2024 | Cross-Lingual TransferGraph Attention | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Advancing NLP with Cognitive Language Processing Signals | Apr 4, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering | Apr 4, 2024 | graph constructionInformation Retrieval | CodeCode Available | 0 | 5 |
| BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition | Dec 3, 2024 | Contrastive Learningdomain classification | CodeCode Available | 0 | 5 |
| ANEA: Automated (Named) Entity Annotation for German Domain-Specific Texts | Dec 13, 2021 | Descriptivenamed-entity-recognition | CodeCode Available | 0 | 5 |
| BAND: Biomedical Alert News Dataset | May 23, 2023 | ArticlesEpidemiology | CodeCode Available | 0 | 5 |
| GERNERMED++: Transfer Learning in German Medical NLP | Jun 29, 2022 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Backdoor Pre-trained Models Can Transfer to All | Oct 30, 2021 | AllBackdoor Attack | CodeCode Available | 0 | 5 |
| A Boundary-aware Neural Model for Nested Named Entity Recognition | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features | Oct 15, 2023 | Data Augmentationfew-shot-ner | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Generating Medical Prescriptions with Conditional Transformer | Oct 30, 2023 | 2kLanguage Modelling | CodeCode Available | 0 | 5 |
| AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Gated Task Interaction Framework for Multi-task Sequence Tagging | Sep 29, 2019 | ChunkingMulti-Task Learning | CodeCode Available | 0 | 5 |
| FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios | Jul 10, 2024 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 0 | 5 |
| A Comparison of Named Entity Recognition Tools Applied to Biographical Texts | Aug 3, 2013 | Articlesnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition | May 24, 2022 | Few-shot NERLanguage Modeling | CodeCode Available | 0 | 5 |
| From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader | Dec 9, 2022 | ClassificationExtractive Question-Answering | CodeCode Available | 0 | 5 |
| FuzzyBIO: A Proposal for Fuzzy Representation of Discontinuous Entities | Apr 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| An attention-based BiLSTM-CRF approach to document-level chemical named entity recognition | Apr 15, 2019 | Feature Engineeringnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Finetuning BERT on Partially Annotated NER Corpora | Nov 25, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| FonMTL: Towards Multitask Learning for the Fon Language | Aug 28, 2023 | Language Modellingnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Automatic Extraction of Nested Entities in Clinical Referrals in Spanish | Apr 7, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Fine-Grained Named Entities for Corona News | Apr 20, 2024 | Articlesnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Fine-grained Contract NER using instruction based model | Jan 24, 2024 | Few-Shot LearningHallucination | CodeCode Available | 0 | 5 |
| Fine-grained Entity Typing without Knowledge Base | Nov 1, 2021 | Entity Typingnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Fine-Grained Named Entity Recognition using ELMo and Wikidata | Apr 23, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Foreseeing the Benefits of Incidental Supervision | Jun 9, 2020 | InformativenessLearning Theory | CodeCode Available | 0 | 5 |
| A Named Entity Recognition Corpus for Vietnamese Biomedical Texts to Support Tuberculosis Treatment | Jun 1, 2022 | DiagnosticFew-Shot Learning | CodeCode Available | 0 | 5 |
| Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representations | Dec 10, 2021 | Joint Entity and Relation Extractionnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Financial Named Entity Recognition: How Far Can LLM Go? | Jan 4, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Automated Refugee Case Analysis: An NLP Pipeline for Supporting Legal Practitioners | May 24, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition | Apr 2, 2022 | Contrastive LearningCross-Lingual NER | CodeCode Available | 0 | 5 |
| FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework | Feb 4, 2025 | Entity DisambiguationFew-Shot Learning | CodeCode Available | 0 | 5 |
| A Comparison between Named Entity Recognition Models in the Biomedical Domain | Jul 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Few-shot Named Entity Recognition via Superposition Concept Discrimination | Mar 25, 2024 | Active Learningfew-shot-ner | CodeCode Available | 0 | 5 |
| "FIJO": a French Insurance Soft Skill Detection Dataset | Apr 11, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Analyzing Research Trends in Inorganic Materials Literature Using NLP | Jun 27, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Few-shot classification in Named Entity Recognition Task | Dec 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence Labeling | Oct 1, 2022 | Continual LearningCross-Lingual Transfer | CodeCode Available | 0 | 5 |
| Augmenting Biomedical Named Entity Recognition with General-domain Resources | Jun 15, 2024 | Language ModellingMulti-Task Learning | CodeCode Available | 0 | 5 |
| Federated Incremental Named Entity Recognition | Nov 18, 2024 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products | Oct 1, 2022 | Attributeintent-classification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| 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 | 5 |
| 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 | 5 |
| Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition | Nov 1, 2021 | Articlesnamed-entity-recognition | CodeCode Available | 0 | 5 |
