| DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition | Oct 1, 2022 | Cross-Domain Named Entity RecognitionMachine Reading Comprehension | CodeCode Available | 0 |
| Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | Jul 31, 2020 | Continual Pretraining | CodeCode Available | 0 |
| Domain Adaptation from Scratch | Sep 2, 2022 | Active LearningDomain Adaptation | CodeCode Available | 0 |
| Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics | Jul 1, 2022 | ArticlesChemical Indexing | CodeCode Available | 0 |
| Acquiring Bidirectionality via Large and Small Language Models | Aug 19, 2024 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 0 |
| Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition | Apr 9, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Robust Multilingual Named Entity Recognition with Shallow Semi-Supervised Features | Jan 31, 2017 | ClusteringMultilingual Named Entity Recognition | CodeCode Available | 0 |
| Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation | Apr 11, 2022 | ClassificationDiagnostic | CodeCode Available | 0 |
| Robust Named Entity Recognition in Idiosyncratic Domains | Aug 24, 2016 | Entity Linkingnamed-entity-recognition | CodeCode Available | 0 |
| Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence Labeling | Oct 1, 2022 | Continual LearningCross-Lingual Transfer | CodeCode Available | 0 |
| Neural Correction Model for Open-Domain Named Entity Recognition | Sep 13, 2019 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 0 |
| Robust to Noise Models in Natural Language Processing Tasks | Jul 1, 2019 | Aspect Extractionnamed-entity-recognition | CodeCode Available | 0 |
| A Survey on Deep Learning for Named Entity Recognition | Dec 22, 2018 | DecoderDeep Learning | CodeCode Available | 0 |
| Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text | Aug 21, 2019 | Joint Entity and Relation ExtractionLanguage Modeling | CodeCode Available | 0 |
| Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction | Jan 18, 2024 | Chemical Entity RecognitionFew-shot NER | CodeCode Available | 0 |
| Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? | Dec 19, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Task Oriented Conversational Modelling With Subjective Knowledge | Mar 30, 2023 | Entity RetrievalKeyword Extraction | CodeCode Available | 0 |
| Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition | Nov 1, 2021 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering | Sep 24, 2024 | Entity LinkingGraph Question Answering | CodeCode Available | 0 |
| Analysis Of Contextual and Non-Contextual Word Embedding Models For Hindi NER With Web Application For Data Collection | Feb 18, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Study of fastText Word Embedding Effects in Document Classification in Bangla Language | Jul 30, 2020 | ClassificationDocument Classification | CodeCode Available | 0 |
| Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path | Aug 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Nested Named Entity Recognition via Second-best Sequence Learning and Decoding | Sep 5, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Distilling the Knowledge of Romanian BERTs Using Multiple Teachers | Dec 23, 2021 | Dialect IdentificationGPU | CodeCode Available | 0 |
| CharNER: Character-Level Named Entity Recognition | Dec 1, 2016 | DecoderFeature Engineering | CodeCode Available | 0 |
