| Contextual Embeddings for Arabic-English Code-Switched Data | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Named Entity Popularity Determination using Ensemble Learning | Dec 1, 2020 | Ensemble Learningnamed-entity-recognition | —Unverified | 0 |
| Named Entity Recognition for Chinese biomedical patents | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Deep Neural Model for Manipuri Multiword Named Entity Recognition with Unsupervised Cluster Feature | Dec 1, 2020 | Language Modellingnamed-entity-recognition | —Unverified | 0 |
| Leveraging HTML in Free Text Web Named Entity Recognition | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Merge and Recognize: A Geometry and 2D Context Aware Graph Model for Named Entity Recognition from Visual Documents | Dec 1, 2020 | document understandingLanguage Modeling | —Unverified | 0 |
| Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020 | Dec 1, 2020 | Binary ClassificationEpidemiology | —Unverified | 0 |
| The WEAVE Corpus: Annotating Synthetic Chemical Procedures in Patents with Chemical Named Entities | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Exploring the Language of Data | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Constructing a Korean Named Entity Recognition Dataset for the Financial Domain using Active Learning | Dec 1, 2020 | Active Learningnamed-entity-recognition | —Unverified | 0 |
| Creation of Corpus and Analysis in Code-Mixed Kannada-English Social Media Data for POS Tagging | Dec 1, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| COVID-19: A Semantic-Based Pipeline for Recommending Biomedical Entities | Dec 1, 2020 | Collaborative Filteringnamed-entity-recognition | —Unverified | 0 |
| Embed More Ignore Less (EMIL): Exploiting Enriched Representations for Arabic NLP | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Joint Entity and Relation Extraction for Legal Documents with Legal Feature Enhancement | Dec 1, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | —Unverified | 0 |
| Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity Recognition | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| 基於圖神經網路之中文健康照護命名實體辨識 (Chinese Healthcare Named Entity Recognition Based on Graph Neural Networks) | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition in Multi-level Contexts | Dec 1, 2020 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| Annotating the Pandemic: Named Entity Recognition and Normalisation in COVID-19 Literature | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Cookpad Parsed Corpus: Linguistic Annotations of Japanese Recipes | Dec 1, 2020 | Dependency ParsingMorphological Analysis | —Unverified | 0 |
| LT3 at SemEval-2020 Task 7: Comparing Feature-Based and Transformer-Based Approaches to Detect Funny Headlines | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Building Hierarchically Disentangled Language Models for Text Generation with Named Entities | Dec 1, 2020 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Identifying Motion Entities in Natural Language and A Case Study for Named Entity Recognition | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Boundary Regression Model for Nested Named Entity Recognition | Nov 29, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Text Mining for Processing Interview Data in Computational Social Science | Nov 28, 2020 | Clusteringnamed-entity-recognition | —Unverified | 0 |
| 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 |