| On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages | Sep 26, 2019 | Entity TypingMorphological Tagging | —Unverified | 0 |
| Improving Pre-Trained Multilingual Models with Vocabulary Expansion | Sep 26, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Classification Attention for Chinese NER | Sep 25, 2019 | Chinese Named Entity RecognitionClassification | —Unverified | 0 |
| Towards Interpretable Evaluations: A Case Study of Named Entity Recognition | Sep 25, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Dependency-Guided LSTM-CRF for Named Entity Recognition | Sep 23, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summaries | Sep 23, 2019 | Entity Extraction using GANnamed-entity-recognition | CodeCode Available | 0 |
| Biomedical Mention Disambiguation using a Deep Learning Approach | Sep 23, 2019 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Portuguese Named Entity Recognition using BERT-CRF | Sep 23, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Using Chinese Glyphs for Named Entity Recognition | Sep 22, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Named Entity Recognition with Partially Annotated Training Data | Sep 20, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition | Sep 18, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Neural Correction Model for Open-Domain Named Entity Recognition | Sep 13, 2019 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 0 |
| Dependency-Aware Named Entity Recognition with Relative and Global Attentions | Sep 11, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis | Sep 9, 2019 | Cross-Lingual NERCross-Lingual Transfer | —Unverified | 0 |
| Czech Text Processing with Contextual Embeddings: POS Tagging, Lemmatization, Parsing and NER | Sep 8, 2019 | Dependency ParsingLemmatization | —Unverified | 0 |
| May I Check Again? -- A simple but efficient way to generate and use contextual dictionaries for Named Entity Recognition. Application to French Legal Texts | Sep 8, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| #MeTooMaastricht: Building a chatbot to assist survivors of sexual harassment | Sep 6, 2019 | Chatbotnamed-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 |
| CrossWeigh: Training Named Entity Tagger from Imperfect Annotations | Sep 3, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| From Textual Information Sources to Linked Data in the Agatha Project | Sep 3, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Modeling Named Entity Embedding Distribution into Hypersphere | Sep 3, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multilingual Language Models for Named Entity Recognition in German and English | Sep 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Evaluation of Stacked Embeddings for Bulgarian on the Downstream Tasks POS and NERC | Sep 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| NSURL-2019 Task 7: Named Entity Recognition for Farsi | Sep 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| May I Check Again? — A simple but efficient way to generate and use contextual dictionaries for Named Entity Recognition. Application to French Legal Texts. | Sep 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition in Information Security Domain for Russian | Sep 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Toponym Detection in the Bio-Medical Domain: A Hybrid Approach with Deep Learning | Sep 1, 2019 | BIG-bench Machine Learningnamed-entity-recognition | —Unverified | 0 |
| QuASE: Question-Answer Driven Sentence Encoding | Sep 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names | Sep 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Projecting named entity recognizers without annotated or parallel corpora | Sep 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Towards High Accuracy Named Entity Recognition for Icelandic | Sep 1, 2019 | Miscellaneousnamed-entity-recognition | —Unverified | 0 |
| Named-Entity Recognition for Norwegian | Sep 1, 2019 | Miscellaneousnamed-entity-recognition | CodeCode Available | 0 |
| NEZHA: Neural Contextualized Representation for Chinese Language Understanding | Aug 31, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Entity Projection via Machine Translation for Cross-Lingual NER | Aug 31, 2019 | Cross-Lingual NERMachine Translation | CodeCode Available | 0 |
| Open Named Entity Modeling from Embedding Distribution | Aug 31, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER | Aug 31, 2019 | General Classificationnamed-entity-recognition | —Unverified | 0 |
| Named Entity Recognition Only from Word Embeddings | Aug 31, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Exploiting Multiple Embeddings for Chinese Named Entity Recognition | Aug 28, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition | Aug 27, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Real-world Conversational AI for Hotel Bookings | Aug 27, 2019 | BIG-bench Machine LearningChatbot | —Unverified | 0 |
| Query-Based Named Entity Recognition | Aug 24, 2019 | Entity Extraction using GANMachine Reading Comprehension | —Unverified | 0 |
| Position-Aware Self-Attention based Neural Sequence Labeling | Aug 24, 2019 | Chunkingnamed-entity-recognition | —Unverified | 0 |
| A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers | Aug 23, 2019 | Active LearningCross-Lingual Transfer | 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 |
| Neural Architectures for Nested NER through Linearization | Aug 19, 2019 | Hard Attentionnamed-entity-recognition | CodeCode Available | 0 |
| Simplify the Usage of Lexicon in Chinese NER | Aug 16, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Named Entity Recognition for Nepali Language | Aug 16, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Improving Multi-Word Entity Recognition for Biomedical Texts | Aug 15, 2019 | BIG-bench Machine Learningnamed-entity-recognition | —Unverified | 0 |
| FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition | Aug 14, 2019 | Diversitynamed-entity-recognition | —Unverified | 0 |
| Raw-to-End Name Entity Recognition in Social Media | Aug 14, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |