| The WEAVE Corpus: Annotating Synthetic Chemical Procedures in Patents with Chemical Named Entities | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 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 |
| Embed More Ignore Less (EMIL): Exploiting Enriched Representations for Arabic NLP | 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 |
| Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020 | Dec 1, 2020 | Binary ClassificationEpidemiology | —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 |
| Exploring the Language of Data | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Neural Language Modeling for Named Entity Recognition | Dec 1, 2020 | Language ModelingLanguage Modelling | —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 |
| 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 |
| Named Entity Recognition for Chinese biomedical patents | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Building Hierarchically Disentangled Language Models for Text Generation with Named Entities | Dec 1, 2020 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Leveraging HTML in Free Text Web Named Entity Recognition | 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 |
| Towards a Standardized Dataset on Indonesian Named Entity Recognition | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Named Entity Recognition in Multi-level Contexts | Dec 1, 2020 | Multi-Task Learningnamed-entity-recognition | —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 |
| Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction | Dec 1, 2020 | ClassificationDefinition Extraction | —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 |
| Regularizing Recurrent Neural Networks via Sequence Mixup | Nov 27, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Joint Extraction of Entity and Relation with Information Redundancy Elimination | Nov 27, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Improving Biomedical Named Entity Recognition with Syntactic Information | Nov 25, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Enhancing deep neural networks with morphological information | Nov 24, 2020 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 0 |
| Domain-Transferable Method for Named Entity Recognition Task | Nov 24, 2020 | Knowledge Graphsnamed-entity-recognition | —Unverified | 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 |
| Interpretable Multi-dataset Evaluation for Named Entity Recognition | Nov 13, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| 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 |
| E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks | Nov 10, 2020 | LAMBADALanguage Modeling | —Unverified | 0 |
| Biomedical Information Extraction for Disease Gene Prioritization | Nov 10, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| EstBERT: A Pretrained Language-Specific BERT for Estonian | Nov 9, 2020 | Morphological Taggingnamed-entity-recognition | —Unverified | 0 |
| IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages | Nov 8, 2020 | Genre classificationMultiple-choice | CodeCode Available | 1 |
| Topic-Centric Unsupervised Multi-Document Summarization of Scientific and News Articles | Nov 3, 2020 | Abstractive Text SummarizationArticles | —Unverified | 0 |
| DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks | Nov 3, 2020 | Data Augmentationnamed-entity-recognition | —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 |
| The Impact of De-identification on Downstream Named Entity Recognition in Clinical Text | Nov 1, 2020 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| Diachronic Embeddings for People in the News | Nov 1, 2020 | Articlesnamed-entity-recognition | —Unverified | 0 |
| On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining | Nov 1, 2020 | Domain AdaptationGPU | —Unverified | 0 |
| MICE: a middleware layer for MT | Nov 1, 2020 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| Incorporating External Annotation to improve Named Entity Translation in NMT | Nov 1, 2020 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| iobes: Library for Span Level Processing | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| TEST_POSITIVE at W-NUT 2020 Shared Task-3: Cross-task modeling | Nov 1, 2020 | Extracting COVID-19 Events from TwitterLanguage Modeling | —Unverified | 0 |
| An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition | Nov 1, 2020 | Image Retrievalnamed-entity-recognition | —Unverified | 0 |
| IITKGP at W-NUT 2020 Shared Task-1: Domain specific BERT representation for Named Entity Recognition of lab protocol | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |