| Few-shot classification in Named Entity Recognition Task | Dec 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization | Dec 14, 2018 | Medical Named Entity RecognitionMulti-Task Learning | CodeCode Available | 0 |
| Joint Entity Extraction and Assertion Detection for Clinical Text | Dec 13, 2018 | DecoderEntity Extraction using GAN | —Unverified | 0 |
| Dynamic Transfer Learning for Named Entity Recognition | Dec 13, 2018 | Model Optimizationnamed-entity-recognition | —Unverified | 0 |
| Statement networks: a power structure narrative as depicted by newspapers | Dec 10, 2018 | ArticlesCommunity Detection | CodeCode Available | 0 |
| Pathology Extraction from Chest X-Ray Radiology Reports: A Performance Study | Dec 6, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems | Dec 6, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications | Dec 5, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Fine-tuning for Named Entity Recognition Using Part-of-Speech Tagging | Dec 1, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Bidirectional LSTM-CRF for Named Entity Recognition | Dec 1, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Attention-based BLSTM-CRF Architecture for Mongolian Named Entity Recognition | Dec 1, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Effectiveness of Character Language Model for Vietnamese Named Entity Recognition | Dec 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Scalable graph-based individual named entity identification | Nov 26, 2018 | Entity LinkingGraph Mining | —Unverified | 0 |
| Combining neural and knowledge-based approaches to Named Entity Recognition in Polish | Nov 26, 2018 | Entity Linkingnamed-entity-recognition | —Unverified | 0 |
| HCqa: Hybrid and Complex Question Answering on Textual Corpus and Knowledge Graph | Nov 24, 2018 | Knowledge Graphsnamed-entity-recognition | CodeCode Available | 0 |
| Quantifying Uncertainties in Natural Language Processing Tasks | Nov 18, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Applying Citizen Science to Gene, Drug, Disease Relationship Extraction from Biomedical Abstracts | Nov 17, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks | Nov 14, 2018 | Inductive BiasMulti-Task Learning | CodeCode Available | 0 |
| Few-shot Learning for Named Entity Recognition in Medical Text | Nov 13, 2018 | Few-Shot LearningMedical Named Entity Recognition | CodeCode Available | 0 |
| An Analysis of the Semantic Annotation Task on the Linked Data Cloud | Nov 13, 2018 | Information Retrievalnamed-entity-recognition | —Unverified | 0 |
| Neural sequence labeling for Vietnamese POS Tagging and NER | Nov 9, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| microNER: A Micro-Service for German Named Entity Recognition based on BiLSTM-CRF | Nov 7, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Bayesian Approach for Sequence Tagging with Crowds | Nov 2, 2018 | Active LearningArgument Mining | CodeCode Available | 0 |
| Low-resource named entity recognition via multi-source projection: Not quite there yet? | Nov 1, 2018 | Cross-Lingual TransferDependency Parsing | —Unverified | 0 |
| Attentive Neural Network for Named Entity Recognition in Vietnamese | Oct 31, 2018 | Decodernamed-entity-recognition | CodeCode Available | 0 |
| Learning Better Internal Structure of Words for Sequence Labeling | Oct 29, 2018 | Chunkingnamed-entity-recognition | —Unverified | 0 |
| A Pragmatic Guide to Geoparsing Evaluation | Oct 29, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Named Person Coreference in English News | Oct 26, 2018 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Named Entity Recognition on Twitter for Turkish using Semi-supervised Learning with Word Embeddings | Oct 20, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Efficient Dependency-Guided Named Entity Recognition | Oct 19, 2018 | Event Extractionnamed-entity-recognition | CodeCode Available | 0 |
| pioNER: Datasets and Baselines for Armenian Named Entity Recognition | Oct 19, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Neural Adaptation Layers for Cross-domain Named Entity Recognition | Oct 15, 2018 | Cross-Domain Named Entity RecognitionDomain Adaptation | CodeCode Available | 0 |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Oct 11, 2018 | Citation Intent ClassificationCommon Sense Reasoning | CodeCode Available | 3 |
| Cross Script Hindi English NER Corpus from Wikipedia | Oct 8, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding | Oct 1, 2018 | Domain AdaptationMulti-Task Learning | —Unverified | 0 |
| Evaluation of a Sequence Tagging Tool for Biomedical Texts | Oct 1, 2018 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| In-domain Context-aware Token Embeddings Improve Biomedical Named Entity Recognition | Oct 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 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 |
| Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets | Oct 1, 2018 | Missing Labelsnamed-entity-recognition | —Unverified | 0 |
| Deep Exhaustive Model for Nested Named Entity Recognition | Oct 1, 2018 | Entity LinkingFeature Engineering | —Unverified | 0 |
| Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism | Oct 1, 2018 | Chinese Named Entity RecognitionChinese Word Segmentation | CodeCode Available | 0 |
| Neural Entity Reasoner for Global Consistency in NER | Sep 30, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multi-Grained Entity Proposal Network for Named Entity Recognition | Sep 27, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal Text | Sep 24, 2018 | Decision MakingInformation Retrieval | CodeCode Available | 0 |
| Recognizing Film Entities in Podcasts | Sep 24, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Deformable Stacked Structure for Named Entity Recognition | Sep 24, 2018 | Decodernamed-entity-recognition | —Unverified | 0 |
| A Byte-sized Approach to Named Entity Recognition | Sep 22, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| CollaboNet: collaboration of deep neural networks for biomedical named entity recognition | Sep 21, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| On the Strength of Character Language Models for Multilingual Named Entity Recognition | Sep 13, 2018 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Learning Named Entity Tagger using Domain-Specific Dictionary | Sep 10, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |