| 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 |
| From Dialogue to Diagram: Task and Relationship Extraction from Natural Language for Accelerated Business Process Prototyping | Dec 16, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Effect of depth order on iterative nested named entity recognition models | Apr 2, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| The Impact of Data Corruption on Named Entity Recognition for Low-resourced Languages | Aug 9, 2022 | Missing Labelsnamed-entity-recognition | —Unverified | 0 |
| A Deep Learning Approach to Integrate Human-Level Understanding in a Chatbot | Dec 31, 2021 | Chatbotintent-classification | —Unverified | 0 |
| Efficient Benchmarking of NLP APIs using Multi-armed Bandits | Apr 1, 2017 | BenchmarkingMulti-Armed Bandits | —Unverified | 0 |
| Efficient Data Selection for Domain Adaptation of ASR Using Pseudo-Labels and Multi-Stage Filtering | Jun 4, 2025 | DecoderDomain Adaptation | —Unverified | 0 |
| Biographical: A Semi-Supervised Relation Extraction Dataset | May 2, 2022 | ArticlesKnowledge Graphs | —Unverified | 0 |
| A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition | Nov 16, 2021 | Contrastive LearningLow Resource Named Entity Recognition | —Unverified | 0 |
| Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data | Jun 21, 2019 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks | Jul 2, 2024 | Dimensionality Reductionnamed-entity-recognition | —Unverified | 0 |
| Cross-domain Named Entity Recognition via Graph Matching | Nov 16, 2021 | Cross-Domain Named Entity RecognitionFew-Shot Learning | —Unverified | 0 |
| Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network | May 13, 2021 | Cross-Domain Named Entity RecognitionGraph Neural Network | —Unverified | 0 |
| Athena 2.0: Discourse and User Modeling in Open Domain Dialogue | Aug 3, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| eFontes. Part of Speech Tagging and Lemmatization of Medieval Latin Texts.A Cross-Genre Survey | Jun 29, 2024 | Lemmatizationnamed-entity-recognition | —Unverified | 0 |
| EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts | Apr 13, 2022 | Information RetrievalMachine Translation | —Unverified | 0 |
| EiCi: A New Method of Dynamic Embedding Incorporating Contextual Information in Chinese NER | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models | May 29, 2025 | Ensemble LearningIn-Context Learning | —Unverified | 0 |
| Cross-Clinic De-Identification of Swedish Electronic Health Records: Nuances and Caveats | Jun 1, 2022 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| A Deep Learning approach for Hindi Named Entity Recognition | Nov 5, 2019 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond | Sep 25, 2023 | General ClassificationIntent Detection | —Unverified | 0 |
| Biomedical Named Entity Recognition using Conditional Random Fields and Rich Feature Sets | Aug 28, 2004 | Managementnamed-entity-recognition | —Unverified | 0 |
| CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset | Nov 1, 2021 | Chinese Named Entity RecognitionManagement | —Unverified | 0 |
| Embeddings for Named Entity Recognition in Geoscience Portuguese Literature | May 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization | Aug 1, 2021 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| Generate it. A simple method for End-to-End Relation Extraction | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Embed More Ignore Less (EMIL): Exploiting Enriched Representations for Arabic NLP | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| EMBRE: Entity-aware Masking for Biomedical Relation Extraction | Jan 15, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Crime event localization and deduplication | Nov 1, 2020 | ArticlesEvent Extraction | —Unverified | 0 |
| CRF-based Named Entity Recognition @ICON 2013 | Sep 29, 2014 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BioMegatron: Larger Biomedical Domain Language Model | Oct 12, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Empirical Study of Named Entity Recognition Performance Using Distribution-aware Word Embedding | Sep 3, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| CRENER: A Character Relation Enhanced Chinese NER Model | Dec 14, 2024 | Chinese Named Entity Recognitionmodel | —Unverified | 0 |
| Employing Wikipedia as a resource for Named Entity Recognition in Morphologically complex under-resourced languages | Sep 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Evaluation of Recent Neural Sequence Tagging Models in Turkish Named Entity Recognition | May 14, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Systematic Analysis on the Temporal Generalization of Language Models in Social Media | May 15, 2024 | Hate Speech Detectionnamed-entity-recognition | —Unverified | 0 |
| A Multi-Task Learning Framework for Extracting Drugs and Their Interactions from Drug Labels | May 17, 2019 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| Explicit Modeling the Context for Chinese NER | Nov 16, 2021 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Exploiting Global Contextual Information for Document-level Named Entity Recognition | Jun 2, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| End-to-end model for named entity recognition from speech without paired training data | Apr 2, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Creation of Corpus and Analysis in Code-Mixed Kannada-English Social Media Data for POS Tagging | Dec 1, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| End-to-end named entity extraction from speech | May 30, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Bit Cipher -- A Simple yet Powerful Word Representation System that Integrates Efficiently with Language Models | Nov 18, 2023 | Computational EfficiencyDimensionality Reduction | —Unverified | 0 |
| Creation of an Annotated Corpus of Spanish Radiology Reports | Oct 30, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Syllable-based Technique for Word Embeddings of Korean Words | Aug 5, 2017 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Creating a Dataset for Named Entity Recognition in the Archaeology Domain | May 1, 2020 | BIG-bench Machine Learningnamed-entity-recognition | —Unverified | 0 |
| Bitext Name Tagging for Cross-lingual Entity Annotation Projection | Dec 1, 2016 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| CPE-Identifier: Automated CPE identification and CVE summaries annotation with Deep Learning and NLP | May 22, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Survey on Semantic Processing Techniques | Oct 22, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition | Nov 1, 2017 | Cross-Lingual TransferMulti-Task Learning | —Unverified | 0 |