| Large Language Models Struggle in Token-Level Clinical Named Entity Recognition | Jun 30, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Neural Reranking for Named Entity Recognition | Jul 17, 2017 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Multi-way Parallel Named Entity Annotated Corpus for English, Tamil and Sinhala | Dec 3, 2024 | Low Resource Neural Machine TranslationLow-Resource Neural Machine Translation | CodeCode Available | 0 |
| SciAnnotate: A Tool for Integrating Weak Labeling Sources for Sequence Labeling | Aug 7, 2022 | Denoisingnamed-entity-recognition | CodeCode Available | 0 |
| LASIGE and UNICAGE solution to the NASA LitCoin NLP Competition | Aug 10, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Training for Gibbs Sampling on Conditional Random Fields with Neural Scoring Factors | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Temporal Effects on Pre-trained Models for Language Processing Tasks | Nov 24, 2021 | Domain AdaptationExperimental Design | CodeCode Available | 0 |
| Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text? | Oct 1, 2018 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 0 |
| A Comparative Analysis of Static Word Embeddings for Hungarian | May 12, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis | Jan 29, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| A Multi-task Approach for Named Entity Recognition in Social Media Data | Jun 10, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| NeuroNER: an easy-to-use program for named-entity recognition based on neural networks | May 16, 2017 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition | Apr 3, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| NEZHA: Neural Contextualized Representation for Chinese Language Understanding | Aug 31, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| CamemBERT: a Tasty French Language Model | Nov 10, 2019 | Dependency ParsingLanguage Modeling | CodeCode Available | 0 |
| A Corpus for Named Entity Recognition in Chinese Novels with Multi-genres | Nov 27, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| NLATool: an Application for Enhanced Deep Text Understanding | Aug 1, 2018 | Coreference ResolutionEntity Linking | CodeCode Available | 0 |
| UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data | Jul 15, 2020 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 0 |
| Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition | Jun 29, 2021 | Few-shot NERMiscellaneous | CodeCode Available | 0 |
| Learning from Noisy Crowd Labels with Logics | Feb 13, 2023 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
| Learning how to Active Learn: A Deep Reinforcement Learning Approach | Aug 8, 2017 | Active LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning How to Active Learn by Dreaming | Jul 1, 2019 | Active Learningnamed-entity-recognition | CodeCode Available | 0 |
| Learning How to Actively Learn: A Deep Imitation Learning Approach | Jul 1, 2018 | Active LearningGeneral Classification | CodeCode Available | 0 |
| A Deep Neural Network Model for the Task of Named Entity Recognition | Feb 1, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| DistALANER: Distantly Supervised Active Learning Augmented Named Entity Recognition in the Open Source Software Ecosystem | Feb 25, 2024 | Active Learningnamed-entity-recognition | CodeCode Available | 0 |