| Joint Extraction of Entity and Relation with Information Redundancy Elimination | Nov 27, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Regularizing Recurrent Neural Networks via Sequence Mixup | Nov 27, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Improving Biomedical Named Entity Recognition with Syntactic Information | Nov 25, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Domain-Transferable Method for Named Entity Recognition Task | Nov 24, 2020 | Knowledge Graphsnamed-entity-recognition | —Unverified | 0 |
| Enhancing deep neural networks with morphological information | Nov 24, 2020 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 0 |
| Persuasive Dialogue Understanding: the Baselines and Negative Results | Nov 19, 2020 | AttributeDialogue Understanding | —Unverified | 0 |
| Clustering-based Automatic Construction of Legal Entity Knowledge Base from Contracts | Nov 18, 2020 | Clusteringnamed-entity-recognition | —Unverified | 0 |
| A Survey on Recent Advances in Sequence Labeling from Deep Learning Models | Nov 13, 2020 | ChunkingGraph Embedding | —Unverified | 0 |
| FLERT: Document-Level Features for Named Entity Recognition | Nov 13, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Biomedical Named Entity Recognition at Scale | Nov 12, 2020 | De-identificationEntity Resolution | CodeCode Available | 0 |
| CalibreNet: Calibration Networks for Multilingual Sequence Labeling | Nov 11, 2020 | Boundary DetectionCross-Lingual NER | —Unverified | 0 |
| Overview of CAPITEL Shared Tasks at IberLEF 2020: Named Entity Recognition and Universal Dependencies Parsing | Nov 11, 2020 | ArticlesDependency Parsing | —Unverified | 0 |
| Biomedical Information Extraction for Disease Gene Prioritization | Nov 10, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks | Nov 10, 2020 | LAMBADALanguage Modeling | —Unverified | 0 |
| EstBERT: A Pretrained Language-Specific BERT for Estonian | Nov 9, 2020 | Morphological Taggingnamed-entity-recognition | —Unverified | 0 |
| DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks | Nov 3, 2020 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Topic-Centric Unsupervised Multi-Document Summarization of Scientific and News Articles | Nov 3, 2020 | Abstractive Text SummarizationArticles | —Unverified | 0 |
| BioNerFlair: biomedical named entity recognition using flair embedding and sequence tagger | Nov 3, 2020 | ArticlesInformation Retrieval | CodeCode Available | 0 |
| Crime event localization and deduplication | Nov 1, 2020 | ArticlesEvent Extraction | —Unverified | 0 |
| mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive Approach for Entity and Relation Recognition Over Wet Lab Protocols | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| MICE: a middleware layer for MT | Nov 1, 2020 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| OptSLA: an Optimization-Based Approach for Sequential Label Aggregation | Nov 1, 2020 | BIG-bench Machine Learningnamed-entity-recognition | CodeCode Available | 0 |
| Alleviating Digitization Errors in Named Entity Recognition for Historical Documents | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining | Nov 1, 2020 | Domain AdaptationGPU | —Unverified | 0 |
| Incorporating External Annotation to improve Named Entity Translation in NMT | Nov 1, 2020 | Machine Translationnamed-entity-recognition | —Unverified | 0 |