| Entity, Relation, and Event Extraction with Contextualized Span Representations | Sep 8, 2019 | Event ExtractionJoint Entity and Relation Extraction | CodeCode Available | 1 |
| #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 |
| From Textual Information Sources to Linked Data in the Agatha Project | Sep 3, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| CrossWeigh: Training Named Entity Tagger from Imperfect Annotations | Sep 3, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Introducing RONEC -- the Romanian Named Entity Corpus | Sep 3, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Modeling Named Entity Embedding Distribution into Hypersphere | Sep 3, 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 |
| Towards High Accuracy Named Entity Recognition for Icelandic | Sep 1, 2019 | Miscellaneousnamed-entity-recognition | —Unverified | 0 |
| Projecting named entity recognizers without annotated or parallel corpora | 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 for Norwegian | Sep 1, 2019 | Miscellaneousnamed-entity-recognition | CodeCode Available | 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 |
| Named Entity Recognition in Information Security Domain for Russian | Sep 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 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 |
| Evaluation of Stacked Embeddings for Bulgarian on the Downstream Tasks POS and NERC | Sep 1, 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 |
| QuASE: Question-Answer Driven Sentence Encoding | Sep 1, 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 |
| Named Entity Recognition Only from Word Embeddings | 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 |
| NEZHA: Neural Contextualized Representation for Chinese Language Understanding | Aug 31, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Exploiting Multiple Embeddings for Chinese Named Entity Recognition | Aug 28, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Real-world Conversational AI for Hotel Bookings | Aug 27, 2019 | BIG-bench Machine LearningChatbot | —Unverified | 0 |
| A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition | Aug 27, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Position-Aware Self-Attention based Neural Sequence Labeling | Aug 24, 2019 | Chunkingnamed-entity-recognition | —Unverified | 0 |
| Query-Based Named Entity Recognition | Aug 24, 2019 | Entity Extraction using GANMachine Reading Comprehension | —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 |
| Named Entity Recognition for Nepali Language | Aug 16, 2019 | named-entity-recognitionNamed 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 |
| 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 |
| Building a Massive Corpus for Named Entity Recognition using Free Open Data Sources | Aug 13, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks | Aug 13, 2019 | Medical Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| A Finnish News Corpus for Named Entity Recognition | Aug 12, 2019 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| Generating Information Extraction Patterns from Overlapping and Variable Length Annotations using Sequence Alignment | Aug 9, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DELTA: A DEep learning based Language Technology plAtform | Aug 2, 2019 | Abstractive Text SummarizationDeep Learning | CodeCode Available | 0 |
| Contributions to Clinical Named Entity Recognition in Portuguese | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Arabic Named Entity Recognition: What Works and What's Next | Aug 1, 2019 | Ensemble LearningFeature Engineering | —Unverified | 0 |
| LasigeBioTM at MEDIQA 2019: Biomedical Question Answering using Bidirectional Transformers and Named Entity Recognition | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| The Swedish PoliGraph: A Semantic Graph for Argument Mining of Swedish Parliamentary Data | Aug 1, 2019 | Argument MiningEntity Resolution | —Unverified | 0 |
| JRC TMA-CC: Slavic Named Entity Recognition and Linking. Participation in the BSNLP-2019 shared task | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Tuning Multilingual Transformers for Language-Specific Named Entity Recognition | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| TLR at BSNLP2019: A Multilingual Named Entity Recognition System | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| BSNLP2019 Shared Task Submission: Multisource Neural NER Transfer | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |