| SeqAttack: On Adversarial Attacks for Named Entity Recognition | Nov 1, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 |
| Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition | Nov 1, 2021 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| Improved Named Entity Recognition for Noisy Call Center Transcripts | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing | Nov 1, 2021 | Cross-Lingual TransferEntity Typing | —Unverified | 0 |
| Deep Learning Transformer Architecture for Named Entity Recognition on Low Resourced Languages: State of the art results | Nov 1, 2021 | BIG-bench Machine LearningChunking | —Unverified | 0 |
| Language Clustering for Multilingual Named Entity Recognition | Nov 1, 2021 | ClusteringLanguage Identification | —Unverified | 0 |
| Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools | Nov 1, 2021 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction | Nov 1, 2021 | Joint Entity and Relation ExtractionMulti-Task Learning | —Unverified | 0 |
| The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts | Nov 1, 2021 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Arabic Named Entity Recognition Using Transformer-based-CRF Model | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CNNBiF: CNN-based Bigram Features for Named Entity Recognition | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition in the Romanian Legal Domain | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Backdoor Pre-trained Models Can Transfer to All | Oct 30, 2021 | AllBackdoor Attack | CodeCode Available | 0 |
| Part & Whole Extraction: Towards A Deep Understanding of Quantitative Facts for Percentages in Text | Oct 26, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Learning Rich Representation of Keyphrases from Text | Oct 16, 2021 | Abstractive Text SummarizationKeyphrase Extraction | —Unverified | 0 |
| CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning | Oct 16, 2021 | Contrastive LearningFew-shot NER | —Unverified | 0 |
| Turkish Named Entity Recognition: A Survey and Comparative Analysis | Oct 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Pharmacovigilance Application of Social Media Mining: An Ensemble Approach for Automated Classification and Extraction of Drug Mentions in Tweets | Oct 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition in Unstructured Medical Text Documents | Oct 15, 2021 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| Understanding Model Robustness to User-generated Noisy Texts | Oct 14, 2021 | Grammatical Error CorrectionMachine Translation | CodeCode Available | 0 |
| Investigation on Data Adaptation Techniques for Neural Named Entity Recognition | Oct 12, 2021 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |