| 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 |
| Alleviating Digitization Errors in Named Entity Recognition for Historical Documents | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Federated Incremental Named Entity Recognition | Nov 18, 2024 | Knowledge Distillationnamed-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 classification in Named Entity Recognition Task | Dec 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers | Aug 23, 2019 | Active LearningCross-Lingual Transfer | CodeCode Available | 0 | 5 |
| Combining Discrete and Neural Features for Sequence Labeling | Aug 24, 2017 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | 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 |
| Fine-grained Contract NER using instruction based model | Jan 24, 2024 | Few-Shot LearningHallucination | CodeCode Available | 0 | 5 |
| Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation | Apr 11, 2022 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation | Aug 31, 2017 | Domain Adaptationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| CollaboNet: collaboration of deep neural networks for biomedical named entity recognition | Sep 21, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction | Jul 3, 2023 | Event Extractiongraph construction | CodeCode Available | 0 | 5 |
| Exploring Swedish & English fastText Embeddings for NER with the Transformer | Jul 23, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Neural Reranking for Named Entity Recognition | Jul 17, 2017 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Cognition-aware Cognate Detection | Dec 15, 2021 | Cross-Lingual Information RetrievalInformation Retrieval | CodeCode Available | 0 | 5 |
| AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER | Jun 4, 2021 | Cross-Lingual NERMachine Translation | CodeCode Available | 0 | 5 |
| Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | Jul 31, 2020 | Continual Pretraining | CodeCode Available | 0 | 5 |
| 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 | 5 |
| CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals | Jun 10, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| A Russian Jeopardy! Data Set for Question-Answering Systems | Dec 4, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Exploring Partial Knowledge Base Inference in Biomedical Entity Linking | Mar 18, 2023 | Entity DisambiguationEntity Linking | CodeCode Available | 0 | 5 |
| Exploring Segment Representations for Neural Segmentation Models | Apr 19, 2016 | Chinese Word Segmentationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition Systems | Jul 3, 2023 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 | 5 |
| Extracting Impact Model Narratives from Social Services' Text | Apr 4, 2022 | modelnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Exploiting Multiple Embeddings for Chinese Named Entity Recognition | Aug 28, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition | Aug 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Exploring Alignment in Shared Cross-lingual Spaces | May 23, 2024 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations | Aug 28, 2018 | AvgMachine Translation | CodeCode Available | 0 | 5 |
| Evolution of ESG-focused DLT Research: An NLP Analysis of the Literature | Aug 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Extraction of Medication and Temporal Relation from Clinical Text using Neural Language Models | Oct 3, 2023 | AvgDisease Prediction | CodeCode Available | 0 | 5 |
| Evaluating Named Entity Recognition: A comparative analysis of mono- and multilingual transformer models on a novel Brazilian corporate earnings call transcripts dataset | Mar 18, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| ETNLP: a visual-aided systematic approach to select pre-trained embeddings for a downstream task | Mar 11, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Evaluating the Utility of Hand-crafted Features in Sequence Labelling | Aug 28, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models | Apr 8, 2020 | Fairnessnamed-entity-recognition | CodeCode Available | 0 | 5 |
| PAI at SemEval-2022 Task 11: Name Entity Recognition with Contextualized Entity Representations and Robust Loss Functions | Jul 1, 2022 | Binary Classificationnamed-entity-recognition | CodeCode Available | 0 | 5 |
| CLOCR-C: Context Leveraging OCR Correction with Pre-trained Language Models | Aug 30, 2024 | Articlesnamed-entity-recognition | CodeCode Available | 0 | 5 |
| CL-NERIL: A Cross-Lingual Model for NER in Indian Languages | Nov 23, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Entry Separation using a Mixed Visual and Textual Language Model: Application to 19th century French Trade Directories | Feb 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Evaluation of a Sequence Tagging Tool for Biomedical Texts | Oct 1, 2018 | Articlesnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 | Apr 11, 2022 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 | 5 |
| A Resource-Light Method for Cross-Lingual Semantic Textual Similarity | Jan 19, 2018 | Cross-Lingual Information RetrievalCross-Lingual Semantic Textual Similarity | CodeCode Available | 0 | 5 |
| Entity-aware Cross-lingual Claim Detection for Automated Fact-checking | Mar 19, 2025 | Entity LinkingFact Checking | CodeCode Available | 0 | 5 |
| Enhancing Pharmacovigilance with Drug Reviews and Social Media | Apr 18, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Enhancing Relation Extraction via Adversarial Multi-task Learning | Jun 1, 2022 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Entity Projection via Machine Translation for Cross-Lingual NER | Aug 31, 2019 | Cross-Lingual NERMachine Translation | CodeCode Available | 0 | 5 |
| A Neural Layered Model for Nested Named Entity Recognition | Jun 1, 2018 | Entity Linkingnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Clinical Flair: A Pre-Trained Language Model for Spanish Clinical Natural Language Processing | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |