| Zero-Resource Cross-Lingual Named Entity Recognition | Nov 22, 2019 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 0 |
| Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition | Nov 21, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Feature-Based Model for Nested Named-Entity Recognition at VLSP-2018 NER Evaluation Campaign | Mar 22, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Natural Language Processing for Information Extraction | Jul 6, 2018 | Articlescoreference-resolution | CodeCode Available | 0 |
| Revisiting Projection-based Data Transfer for Cross-Lingual Named Entity Recognition in Low-Resource Languages | Jan 30, 2025 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 0 |
| Understanding Model Robustness to User-generated Noisy Texts | Oct 14, 2021 | Grammatical Error CorrectionMachine Translation | CodeCode Available | 0 |
| Natural Language Processing tools for Pharmaceutical Manufacturing Information Extraction from Patents | Apr 29, 2025 | Drug Discoverynamed-entity-recognition | CodeCode Available | 0 |
| VCWE: Visual Character-Enhanced Word Embeddings | Feb 23, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| RITA: Automatic Framework for Designing of Resilient IoT Applications | Nov 27, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER | Jul 1, 2018 | Domain AdaptationMachine Translation | CodeCode Available | 0 |
| Towards Improving Neural Named Entity Recognition with Gazetteers | Jul 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models | Oct 5, 2020 | Domain Adaptationnamed-entity-recognition | CodeCode Available | 0 |
| Analyzing Research Trends in Inorganic Materials Literature Using NLP | Jun 27, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| RoBERTa-based Traditional Chinese Medicine Named Entity Recognition Model | Nov 1, 2022 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| Effectiveness of Cross-linguistic Extraction of Genetic Information using Generative Large Language Models | Sep 24, 2024 | Cross-Lingual NERFew-Shot Learning | CodeCode Available | 0 |
| Word Representations, Tree Models and Syntactic Functions | Aug 31, 2015 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification | Dec 13, 2023 | Adversarial AttackEntity Typing | CodeCode Available | 0 |
| Chinese Lexical Analysis with Deep Bi-GRU-CRF Network | Jul 5, 2018 | Lexical Analysisnamed-entity-recognition | CodeCode Available | 0 |
| NERCat: Fine-Tuning for Enhanced Named Entity Recognition in Catalan | Mar 18, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| ChiMST: A Chinese Medical Corpus for Word Segmentation and Medical Term Recognition | Jun 1, 2022 | Chinese Word Segmentationnamed-entity-recognition | CodeCode Available | 0 |
| Dynamic Named Entity Recognition | Feb 16, 2023 | Entity TypingMemorization | CodeCode Available | 0 |
| Robust Lexical Features for Improved Neural Network Named-Entity Recognition | Jun 9, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition | Nov 15, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| 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 |