| Deep Exhaustive Model for Nested Named Entity Recognition | Oct 1, 2018 | Entity LinkingFeature Engineering | —Unverified | 0 |
| DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population | Jan 10, 2022 | AttributeAttribute Extraction | —Unverified | 0 |
| Deep CLAS: Deep Contextual Listen, Attend and Spell | Sep 26, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| BIOfid Dataset: Publishing a German Gold Standard for Named Entity Recognition in Historical Biodiversity Literature | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DeepCon: An End-to-End Multilingual Toolkit for Automatic Minuting of Multi-Party Dialogues | Sep 1, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition | Nov 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 2M-NER: Contrastive Learning for Multilingual and Multimodal NER with Language and Modal Fusion | Apr 26, 2024 | Contrastive LearningEntity Linking | —Unverified | 0 |
| Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text | Sep 16, 2020 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| A Feature-based Ensemble Approach to Recognition of Emerging and Rare Named Entities | Sep 1, 2017 | Entity Extraction using GANnamed-entity-recognition | —Unverified | 0 |
| Decoding with Finite-State Transducers on GPUs | Jan 11, 2017 | ChunkingGPU | —Unverified | 0 |
| BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition | Sep 19, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| An Entity-based Claim Extraction Pipeline for Real-world Biomedical Fact-checking | Apr 11, 2023 | Entity LinkingFact Checking | —Unverified | 0 |
| A Brief History of Named Entity Recognition | Nov 7, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition | May 30, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Bidirectional LSTM for Named Entity Recognition in Twitter Messages | Dec 1, 2016 | Feature Engineeringnamed-entity-recognition | —Unverified | 0 |
| Bidirectional LSTM-CRF for Named Entity Recognition | Dec 1, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An End-to-End Solution for Named Entity Recognition in eCommerce Search | Dec 11, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A fast and sound tagging method for discontinuous named-entity recognition | Sep 24, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security | Mar 31, 2020 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Beyond the Surface: Uncovering Implicit Locations with LLMs for Personalized Local News | Feb 20, 2025 | ArticlesClassification | —Unverified | 0 |
| Beyond Rule-based Named Entity Recognition and Relation Extraction for Process Model Generation from Natural Language Text | May 6, 2023 | Entity ResolutionFeature Engineering | —Unverified | 0 |
| Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs | Feb 13, 2025 | Abstractive Text Summarizationnamed-entity-recognition | —Unverified | 0 |
| A dynamic programming algorithm for span-based nested named-entity recognition in O(n^2) | Oct 10, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering | Jun 5, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Empirical Study on Fine-Grained Named Entity Recognition | Aug 1, 2018 | Chatbotnamed-entity-recognition | —Unverified | 0 |
| Better Modeling of Incomplete Annotations for Named Entity Recognition | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles | Aug 4, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models | Aug 1, 2017 | CCG SupertaggingMotion Segmentation | —Unverified | 0 |
| DataWords: Getting Contrarian with Text, Structured Data and Explanations | Nov 9, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 |
| DATNet: Dual Adversarial Transfer for Low-resource Named Entity Recognition | May 1, 2019 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets | Sep 21, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| An Empirical Study of Representation, Training and Decoding for Span-based Named Entity Recognition | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Continual Relation Extraction Approach for Knowledge Graph Completeness | Apr 20, 2024 | Continual Relation ExtractionKnowledge Graphs | —Unverified | 0 |
| BERT-PersNER: A New Model for Persian Named Entity Recognition | Sep 1, 2021 | Active LearningMachine Translation | —Unverified | 0 |
| An Empirical Study of Discriminative Sequence Labeling Models for Vietnamese Text Processing | Aug 30, 2017 | Feature Engineeringnamed-entity-recognition | —Unverified | 0 |
| Adversarial Structured Prediction for Multivariate Measures | Dec 20, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Bertinho: Galician BERT Representations | Mar 25, 2021 | Dependency ParsingGPU | —Unverified | 0 |
| An Empirical Study of Automatic Chinese Word Segmentation for Spoken Language Understanding and Named Entity Recognition | Jun 1, 2016 | Automatic Speech Recognition (ASR)Chinese Word Segmentation | —Unverified | 0 |
| Data-Efficient French Language Modeling with CamemBERTa | Jun 2, 2023 | Dependency ParsingFLUE | —Unverified | 0 |
| DeBERTinha: A Multistep Approach to Adapt DebertaV3 XSmall for Brazilian Portuguese Natural Language Processing Task | Sep 28, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BERTić - The Transformer Language Model for Bosnian, Croatian, Montenegrin and Serbian | Apr 1, 2021 | Commonsense Causal ReasoningLanguage Modeling | —Unverified | 0 |
| Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER | Aug 31, 2019 | General Classificationnamed-entity-recognition | —Unverified | 0 |
| BERTić -- The Transformer Language Model for Bosnian, Croatian, Montenegrin and Serbian | Apr 19, 2021 | Commonsense Causal ReasoningLanguage Modeling | —Unverified | 0 |
| BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph Construction and Analysis | Apr 21, 2023 | Clinical Knowledgegraph construction | —Unverified | 0 |
| An Emergency Medical Services Clinical Audit System driven by Named Entity Recognition from Deep Learning | Jul 7, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| UNER: A Unified Prediction Head for Named Entity Recognition in Visually-rich Documents | Aug 2, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab | Jul 1, 2020 | Managementnamed-entity-recognition | —Unverified | 0 |
| An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition | Nov 1, 2020 | Image Retrievalnamed-entity-recognition | —Unverified | 0 |
| Benchmarking the Extraction and Disambiguation of Named Entities on the Semantic Web | May 1, 2014 | BenchmarkingEntity Linking | —Unverified | 0 |
| Adversarial Learning for Chinese NER from Crowd Annotations | Jan 16, 2018 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |