| Recent Trends in Named Entity Recognition (NER) | Jan 25, 2021 | Deep LearningEntity Linking | —Unverified | 0 |
| Meta-Learning for Effective Multi-task and Multilingual Modelling | Jan 25, 2021 | Meta-Learningnamed-entity-recognition | CodeCode Available | 0 |
| SkillNER: Mining and Mapping Soft Skills from any Text | Jan 22, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Validating Label Consistency in NER Data Annotation | Jan 21, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| HIVE-4-MAT: Advancing the Ontology Infrastructure for Materials Science | Jan 20, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Single versus Multiple Annotation for Named Entity Recognition of Mutations | Jan 19, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| HinFlair: pre-trained contextual string embeddings for pos tagging and text classification in the Hindi language | Jan 18, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Linguistically-Enriched and Context-Aware Zero-shot Slot Filling | Jan 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Structured Prediction as Translation between Augmented Natural Languages | Jan 14, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| AI- and HPC-enabled Lead Generation for SARS-CoV-2: Models and Processes to Extract Druglike Molecules Contained in Natural Language Text | Jan 12, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis | Jan 11, 2021 | Chinese Named Entity RecognitionChinese Word Segmentation | —Unverified | 0 |
| PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing | Jan 5, 2021 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition | Jan 2, 2021 | Low Resource Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Lex-BERT: Enhancing BERT based NER with lexicons | Jan 2, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| De-identifying Australian Hospital Discharge Summaries: An End-to-End Framework using Ensemble of Deep Learning Models | Jan 1, 2021 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities? | Jan 1, 2021 | Memorizationnamed-entity-recognition | CodeCode Available | 0 |
| PABI: A Unified PAC-Bayesian Informativeness Measure for Incidental Supervision Signals | Jan 1, 2021 | Informativenessnamed-entity-recognition | —Unverified | 0 |
| XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP | Jan 1, 2021 | Cross-Lingual TransferData Augmentation | —Unverified | 0 |
| Counterfactual Thinking for Long-tailed Information Extraction | Jan 1, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Adaptive Self-training for Neural Sequence Labeling with Few Labels | Jan 1, 2021 | Meta-Learningnamed-entity-recognition | —Unverified | 0 |
| Collective Robustness Certificates | Jan 1, 2021 | Adversarial RobustnessImage Segmentation | —Unverified | 0 |
| An Automated Domain Understanding Technique for Knowledge Graph Generation | Jan 1, 2021 | Graph Generationnamed-entity-recognition | —Unverified | 0 |
| AraELECTRA: Pre-Training Text Discriminators for Arabic Language Understanding | Dec 31, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis | Dec 31, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Few-Shot Named Entity Recognition: A Comprehensive Study | Dec 29, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition | Dec 22, 2020 | Cross-Lingual NERDomain Adaptation | CodeCode Available | 0 |
| Domain specific BERT representation for Named Entity Recognition of lab protocol | Dec 21, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A hybrid deep-learning approach for complex biochemical named entity recognition | Dec 20, 2020 | AttributeAttribute Extraction | —Unverified | 0 |
| Named Entity Recognition in the Legal Domain using a Pointer Generator Network | Dec 17, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Sensitive Data Detection with High-Throughput Neural Network Models for Financial Institutions | Dec 17, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 2 |
| Nested Named Entity Recognition with Partially-Observed TreeCRFs | Dec 15, 2020 | Constituency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| Vartani Spellcheck -- Automatic Context-Sensitive Spelling Correction of OCR-generated Hindi Text Using BERT and Levenshtein Distance | Dec 14, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An End-to-End Solution for Named Entity Recognition in eCommerce Search | Dec 11, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition | Dec 10, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Segmenting Natural Language Sentences via Lexical Unit Analysis | Dec 10, 2020 | Chinese Word SegmentationChunking | —Unverified | 0 |
| CrossNER: Evaluating Cross-Domain Named Entity Recognition | Dec 8, 2020 | Cross-Domain Named Entity RecognitionDomain Adaptation | CodeCode Available | 1 |
| Using multiple ASR hypotheses to boost i18n NLU performance | Dec 7, 2020 | Abstractive Text SummarizationAutomatic Speech Recognition | —Unverified | 0 |
| Improving Clinical Document Understanding on COVID-19 Research with Spark NLP | Dec 7, 2020 | AnatomyClinical Assertion Status Detection | CodeCode Available | 0 |
| Delexicalized Paraphrase Generation | Dec 4, 2020 | Data Augmentationintent-classification | —Unverified | 0 |
| GottBERT: a pure German Language Model | Dec 3, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Named-Entity Based Sentiment Analysis of Nepali News Media Texts | Dec 1, 2020 | Diversitynamed-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 |
| COVID-19: A Semantic-Based Pipeline for Recommending Biomedical Entities | Dec 1, 2020 | Collaborative Filteringnamed-entity-recognition | —Unverified | 0 |
| Cookpad Parsed Corpus: Linguistic Annotations of Japanese Recipes | Dec 1, 2020 | Dependency ParsingMorphological Analysis | —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 |
| Deep Neural Model for Manipuri Multiword Named Entity Recognition with Unsupervised Cluster Feature | Dec 1, 2020 | Language Modellingnamed-entity-recognition | —Unverified | 0 |
| A Semi-Supervised BERT Approach for Arabic Named Entity Recognition | Dec 1, 2020 | Information RetrievalMachine Translation | —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 |
| 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 |