| Deep Affix Features Improve Neural Named Entity Recognizers | Jun 1, 2018 | Feature EngineeringMorphological Analysis | CodeCode Available | 0 |
| KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents | Jun 1, 2018 | ArticlesClustering | —Unverified | 0 |
| Nested Named Entity Recognition Revisited | Jun 1, 2018 | Coreference Resolutionnamed-entity-recognition | —Unverified | 0 |
| A Neural Layered Model for Nested Named Entity Recognition | Jun 1, 2018 | Entity Linkingnamed-entity-recognition | CodeCode Available | 0 |
| OpenTag: Open Attribute Value Extraction from Product Profiles [Deep Learning, Active Learning, Named Entity Recognition] | Jun 1, 2018 | Active LearningAttribute | CodeCode Available | 0 |
| Empirical Evaluation of Character-Based Model on Neural Named-Entity Recognition in Indonesian Conversational Texts | May 31, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition | May 30, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| End-to-end named entity extraction from speech | May 30, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Connecting Distant Entities with Induction through Conditional Random Fields for Named Entity Recognition: Precursor-Induced CRF | May 26, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Neural Machine Translation for Bilingually Scarce Scenarios: A Deep Multi-task Learning Approach | May 11, 2018 | Machine TranslationMulti-Task Learning | —Unverified | 0 |
| Hybrid semi-Markov CRF for Neural Sequence Labeling | May 10, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| SlugNERDS: A Named Entity Recognition Tool for Open Domain Dialogue Systems | May 10, 2018 | Entity Linkingnamed-entity-recognition | —Unverified | 0 |
| Building Named Entity Recognition Taggers via Parallel Corpora | May 1, 2018 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 |
| Portuguese Named Entity Recognition using Conditional Random Fields and Local Grammars | May 1, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| M-CNER: A Corpus for Chinese Named Entity Recognition in Multi-Domains | May 1, 2018 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset | May 1, 2018 | Machine Translationnamed-entity-recognition | CodeCode Available | 0 |
| Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition | Apr 24, 2018 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Arabic Named Entity Recognition using Word Representations | Apr 16, 2018 | Clusteringnamed-entity-recognition | —Unverified | 0 |
| Incorporating Dictionaries into Deep Neural Networks for the Chinese Clinical Named Entity Recognition | Apr 13, 2018 | Feature Engineeringnamed-entity-recognition | —Unverified | 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 |
| Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-end Model | Mar 16, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Study of Recent Contributions on Information Extraction | Mar 15, 2018 | BIG-bench Machine Learningnamed-entity-recognition | —Unverified | 0 |
| A Feature-Rich Vietnamese Named-Entity Recognition Model | Mar 12, 2018 | Chunkingmodel | CodeCode Available | 0 |
| CliNER 2.0: Accessible and Accurate Clinical Concept Extraction | Mar 6, 2018 | Clinical Concept ExtractionDecision Making | —Unverified | 0 |
| Multimodal Named Entity Recognition for Short Social Media Posts | Feb 22, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Deep Neural Network Model for the Task of Named Entity Recognition | Feb 1, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning | Jan 30, 2018 | Feature EngineeringMulti-Task Learning | CodeCode Available | 0 |
| A Resource-Light Method for Cross-Lingual Semantic Textual Similarity | Jan 19, 2018 | Cross-Lingual Information RetrievalCross-Lingual Semantic Textual Similarity | CodeCode Available | 0 |
| Adversarial Learning for Chinese NER from Crowd Annotations | Jan 16, 2018 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| VnCoreNLP: A Vietnamese Natural Language Processing Toolkit | Jan 4, 2018 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 0 |
| Social Media Analysis based on Semanticity of Streaming and Batch Data | Jan 3, 2018 | Author Profilingnamed-entity-recognition | —Unverified | 0 |
| Adversarial Structured Prediction for Multivariate Measures | Dec 20, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Sequence Classification | Dec 6, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Hybrid Approach for Marathi Named Entity Recognition | Dec 1, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 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 Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text | Nov 19, 2017 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| A visual search engine for Bangladeshi laws | Nov 14, 2017 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension | Nov 10, 2017 | General Classificationnamed-entity-recognition | —Unverified | 0 |
| Quality-Efficiency Trade-offs in Machine Learning for Text Processing | Nov 7, 2017 | BIG-bench Machine LearningDocument Classification | —Unverified | 0 |
| Structure Regularized Bidirectional Recurrent Convolutional Neural Network for Relation Classification | Nov 6, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| WiNER: A Wikipedia Annotated Corpus for Named Entity Recognition | Nov 1, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| MONPA: Multi-objective Named-entity and Part-of-speech Annotator for Chinese using Recurrent Neural Network | Nov 1, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition | Nov 1, 2017 | Cross-Lingual TransferMulti-Task Learning | —Unverified | 0 |
| Segment-Level Neural Conditional Random Fields for Named Entity Recognition | Nov 1, 2017 | ChunkingMorphological Tagging | —Unverified | 0 |
| A Method to Generate a Machine-Labeled Data for Biomedical Named Entity Recognition with Various Sub-Domains | Nov 1, 2017 | BIG-bench Machine Learningnamed-entity-recognition | —Unverified | 0 |
| Creation of an Annotated Corpus of Spanish Radiology Reports | Oct 30, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition in Twitter using Images and Text | Oct 30, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BENGAL: An Automatic Benchmark Generator for Entity Recognition and Linking | Oct 24, 2017 | Entity Linkingnamed-entity-recognition | CodeCode Available | 0 |
| Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks | Sep 28, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Graph Convolutional Networks for Named Entity Recognition | Sep 28, 2017 | Feature Engineeringnamed-entity-recognition | CodeCode Available | 0 |