| A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis | Jan 11, 2021 | Chinese Named Entity RecognitionChinese Word Segmentation | —Unverified | 0 |
| Lex-BERT: Enhancing BERT based NER with lexicons | Jan 2, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Automated Domain Understanding Technique for Knowledge Graph Generation | Jan 1, 2021 | Graph Generationnamed-entity-recognition | —Unverified | 0 |
| PABI: A Unified PAC-Bayesian Informativeness Measure for Incidental Supervision Signals | Jan 1, 2021 | Informativenessnamed-entity-recognition | —Unverified | 0 |
| Collective Robustness Certificates | Jan 1, 2021 | Adversarial RobustnessImage Segmentation | —Unverified | 0 |
| Adaptive Self-training for Neural Sequence Labeling with Few Labels | Jan 1, 2021 | Meta-Learningnamed-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 |
| Counterfactual Thinking for Long-tailed Information Extraction | Jan 1, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP | Jan 1, 2021 | Cross-Lingual TransferData Augmentation | —Unverified | 0 |
| TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis | Dec 31, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition | Dec 22, 2020 | Cross-Lingual NERDomain Adaptation | CodeCode Available | 0 |
| 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 |
| 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 |
| Segmenting Natural Language Sentences via Lexical Unit Analysis | Dec 10, 2020 | Chinese Word SegmentationChunking | —Unverified | 0 |
| Improving Clinical Document Understanding on COVID-19 Research with Spark NLP | Dec 7, 2020 | AnatomyClinical Assertion Status Detection | CodeCode Available | 0 |
| Using multiple ASR hypotheses to boost i18n NLU performance | Dec 7, 2020 | Abstractive Text SummarizationAutomatic Speech Recognition | —Unverified | 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 |
| A Semi-Supervised BERT Approach for Arabic Named Entity Recognition | Dec 1, 2020 | Information RetrievalMachine Translation | —Unverified | 0 |
| Neural Language Modeling for Named Entity Recognition | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Named-Entity Based Sentiment Analysis of Nepali News Media Texts | Dec 1, 2020 | Diversitynamed-entity-recognition | —Unverified | 0 |
| Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction | Dec 1, 2020 | ClassificationDefinition Extraction | —Unverified | 0 |