| DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing | Sep 29, 2022 | DiagnosticNamed Entity Recognition | —Unverified | 0 | 0 |
| Beyond the Surface: Uncovering Implicit Locations with LLMs for Personalized Local News | Feb 20, 2025 | ArticlesClassification | —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 |
| On the Importance of Word Order Information in Cross-lingual Sequence Labeling | Jan 30, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 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 | 0 |
| Do Multi-Sense Embeddings Improve Natural Language Understanding? | Jun 2, 2015 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Domain-Transferable Method for Named Entity Recognition Task | Nov 24, 2020 | Knowledge Graphsnamed-entity-recognition | —Unverified | 0 | 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 | 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 | 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 |
| Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering | Jun 5, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| An Empirical Study on Fine-Grained Named Entity Recognition | Aug 1, 2018 | Chatbotnamed-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 Adaptation for Named Entity Recognition Using CRFs | May 1, 2016 | Domain Adaptationnamed-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 |
| Better Modeling of Incomplete Annotations for Named Entity Recognition | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 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 | 0 |
| A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models | Aug 1, 2017 | CCG SupertaggingMotion Segmentation | —Unverified | 0 | 0 |
| Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages? | May 22, 2025 | Data Augmentationnamed-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 |
| BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets | Sep 21, 2021 | Domain AdaptationLanguage Modeling | —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 |
| Distilling Named Entity Recognition Models for Endangered Species from Large Language Models | Mar 13, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 | 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 | 0 |
| Distilling Large Language Models for Efficient Clinical Information Extraction | Dec 21, 2024 | Knowledge Distillationnamed-entity-recognition | —Unverified | 0 | 0 |