| EnzChemRED, a rich enzyme chemistry relation extraction dataset | Apr 22, 2024 | Benchmarkingnamed-entity-recognition | —Unverified | 0 |
| Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yorùbá | Mar 18, 2020 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Distill and Calibrate: Denoising Inconsistent Labeling Instances for Chinese Named Entity Recognition | Nov 16, 2021 | Chinese Named Entity RecognitionDenoising | —Unverified | 0 |
| Cross-lingual Transfer Learning for Japanese Named Entity Recognition | Jun 1, 2019 | Cross-Lingual Transfernamed-entity-recognition | —Unverified | 0 |
| Cross-Lingual News Event Correlation for Stock Market Trend Prediction | Sep 16, 2024 | ArticlesFinancial Analysis | —Unverified | 0 |
| Distilling Large Language Models for Efficient Clinical Information Extraction | Dec 21, 2024 | Knowledge Distillationnamed-entity-recognition | —Unverified | 0 |
| EPICURE Ensemble Pretrained Models for Extracting Cancer Mutations from Literature | Jun 11, 2021 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| EstBERT: A Pretrained Language-Specific BERT for Estonian | Nov 9, 2020 | Morphological Taggingnamed-entity-recognition | —Unverified | 0 |
| Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings | Dec 2, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Distributed Representation, LDA Topic Modelling and Deep Learning for Emerging Named Entity Recognition from Social Media | Sep 1, 2017 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets | Sep 21, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Evaluating the Use of Empirically Constructed Lexical Resources for Named Entity Recognition | Mar 1, 2013 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Cross-Lingual NER for Financial Transaction Data in Low-Resource Languages | Jul 16, 2023 | Cross-Lingual NERKnowledge Distillation | —Unverified | 0 |
| Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages? | May 22, 2025 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Cross-Lingual Named Entity Recognition via FastAlign: a Case Study | Jul 1, 2021 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Domain Adaptation for Named Entity Recognition Using CRFs | May 1, 2016 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| Better Modeling of Incomplete Annotations for Named Entity Recognition | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Domain Adaption of Named Entity Recognition to Support Credit Risk Assessment | Dec 1, 2015 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| Attention-based BLSTM-CRF Architecture for Mongolian Named Entity Recognition | Dec 1, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Cross-Lingual Named Entity Recognition via Wikification | Aug 1, 2016 | Entity LinkingInformation Retrieval | —Unverified | 0 |
| Domain Specific Named Entity Recognition Referring to the Real World by Deep Neural Networks | Aug 1, 2016 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Cross-Lingual Named Entity Recognition Using Parallel Corpus: A New Approach Using XLM-RoBERTa Alignment | Jan 26, 2021 | Cross-Lingual NEREntity Alignment | —Unverified | 0 |
| Attack Named Entity Recognition by Entity Boundary Interference | May 9, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Do Multi-Sense Embeddings Improve Natural Language Understanding? | Jun 2, 2015 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Adaptive Framework for Named Entity Combination | May 1, 2012 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Cross-Lingual IPA Contrastive Learning for Zero-Shot NER | Mar 10, 2025 | Contrastive LearningMachine Translation | —Unverified | 0 |
| Cross-lingual alignments of ELMo contextual embeddings | Jun 30, 2021 | Dependency Parsingnamed-entity-recognition | —Unverified | 0 |
| Do We Still Need Automatic Speech Recognition for Spoken Language Understanding? | Nov 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing | Sep 29, 2022 | DiagnosticNamed Entity Recognition | —Unverified | 0 |
| AttackER: Towards Enhancing Cyber-Attack Attribution with a Named Entity Recognition Dataset | Aug 9, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DS4DH at SemEval-2022 Task 11: Multilingual Named Entity Recognition Using an Ensemble of Transformer-based Language Models | Jul 1, 2022 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training | Jul 8, 2022 | Dialogue State Trackingnamed-entity-recognition | —Unverified | 0 |
| Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dual Coordinate Descent Algorithms for Efficient Large Margin Structured Prediction | Jan 1, 2013 | Dependency ParsingDocument Summarization | —Unverified | 0 |
| Cross-Lingual Ability of Multilingual BERT: An Empirical Study | Dec 17, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Dutch Named Entity Recognition and De-identification Methods for the Human Resource Domain | Jun 4, 2021 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| A Deep Learning Approach to Integrate Human-Level Understanding in a Chatbot | Dec 31, 2021 | Chatbotintent-classification | —Unverified | 0 |
| Dynamic Ensembles in Named Entity Recognition for Historical Arabic Texts | Apr 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition | Jul 1, 2022 | Cross-Domain Named Entity RecognitionCross-Lingual Transfer | —Unverified | 0 |
| Dynamic Graph Transformer for Implicit Tag Recognition | Apr 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition | Sep 19, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dynamic Transfer Learning for Named Entity Recognition | Dec 13, 2018 | Model Optimizationnamed-entity-recognition | —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 |
| E2EET: From Pipeline to End-to-end Entity Typing via Transformer-Based Embeddings | Mar 23, 2020 | Entity Typingnamed-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 |
| Effective Matching of Patients to Clinical Trials using Entity Extraction and Neural Re-ranking | Jul 1, 2023 | Descriptivenamed-entity-recognition | —Unverified | 0 |
| Effectiveness of Character Language Model for Vietnamese Named Entity Recognition | Dec 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cross-Clinic De-Identification of Swedish Electronic Health Records: Nuances and Caveats | Jun 1, 2022 | De-identificationnamed-entity-recognition | —Unverified | 0 |