| Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Distant Reading in Digital Humanities: Case Study on the Serbian Part of the ELTeC Collection | Jun 1, 2022 | Lemmatizationnamed-entity-recognition | —Unverified | 0 | 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 | 0 |
| Distill and Calibrate: Denoising Inconsistent Labeling Instances for Chinese Named Entity Recognition | Nov 16, 2021 | Chinese Named Entity RecognitionDenoising | —Unverified | 0 | 0 |
| Distilling Large Language Models for Efficient Clinical Information Extraction | Dec 21, 2024 | Knowledge Distillationnamed-entity-recognition | —Unverified | 0 | 0 |
| Distilling Named Entity Recognition Models for Endangered Species from Large Language Models | Mar 13, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 | 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 | 0 |
| Does Synthetic Data Generation of LLMs Help Clinical Text Mining? | Mar 8, 2023 | Code Generationnamed-entity-recognition | —Unverified | 0 | 0 |
| Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages? | May 22, 2025 | Data Augmentationnamed-entity-recognition | —Unverified | 0 | 0 |
| Domain Adaptation for Named Entity Recognition in Online Media with Word Embeddings | Dec 1, 2016 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 | 0 |
| Domain Adaptation for Named Entity Recognition Using CRFs | May 1, 2016 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 | 0 |
| Domain Adaption of Named Entity Recognition to Support Credit Risk Assessment | Dec 1, 2015 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 | 0 |
| Domain Specific Named Entity Recognition Referring to the Real World by Deep Neural Networks | Aug 1, 2016 | Machine Translationnamed-entity-recognition | —Unverified | 0 | 0 |
| Domain-Transferable Method for Named Entity Recognition Task | Nov 24, 2020 | Knowledge Graphsnamed-entity-recognition | —Unverified | 0 | 0 |
| Do Multi-Sense Embeddings Improve Natural Language Understanding? | Jun 2, 2015 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| On the Importance of Word Order Information in Cross-lingual Sequence Labeling | Jan 30, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Do We Still Need Automatic Speech Recognition for Spoken Language Understanding? | Nov 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing | Sep 29, 2022 | DiagnosticNamed Entity Recognition | —Unverified | 0 | 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 | 0 |
| DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training | Jul 8, 2022 | Dialogue State Trackingnamed-entity-recognition | —Unverified | 0 | 0 |
| Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Dual Coordinate Descent Algorithms for Efficient Large Margin Structured Prediction | Jan 1, 2013 | Dependency ParsingDocument Summarization | —Unverified | 0 | 0 |
| Dutch Named Entity Recognition and De-identification Methods for the Human Resource Domain | Jun 4, 2021 | De-identificationnamed-entity-recognition | —Unverified | 0 | 0 |
| Dynamic Ensembles in Named Entity Recognition for Historical Arabic Texts | Apr 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 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 | 0 |