| Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition | May 24, 2022 | Few-shot NERLanguage Modeling | CodeCode Available | 0 |
| A Natural Language Processing Pipeline for Detecting Informal Data References in Academic Literature | May 23, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Topic Segmentation of Research Article Collections | May 18, 2022 | Articlesnamed-entity-recognition | —Unverified | 0 |
| A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art | May 18, 2022 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT | May 17, 2022 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading Comprehension | May 12, 2022 | AttributeMachine Reading Comprehension | —Unverified | 0 |
| Comparing Open Arabic Named Entity Recognition Tools | May 12, 2022 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Lifting the Curse of Multilinguality by Pre-training Modular Transformers | May 12, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DISARM: Detecting the Victims Targeted by Harmful Memes | May 11, 2022 | Named Entity RecognitionNamed Entity Recognition (NER) | CodeCode Available | 0 |
| Biographical: A Semi-Supervised Relation Extraction Dataset | May 2, 2022 | ArticlesKnowledge Graphs | —Unverified | 0 |
| Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction | May 1, 2022 | AttributeAttribute Value Extraction | —Unverified | 0 |
| Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking | May 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Romanian BioNER Using a Biologically Inspired System | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Simple Semantic-based Data Augmentation for Named Entity Recognition in Biomedical Texts | May 1, 2022 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition | May 1, 2022 | Cross-Lingual NERKnowledge Distillation | —Unverified | 0 |
| Towards Fine-grained Classification of Climate Change related Social Media Text | May 1, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Biomedical NER using Novel Schema and Distant Supervision | May 1, 2022 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Uncertainty Estimation of Transformer Predictions for Misclassification Detection | May 1, 2022 | Active LearningAdversarial Attack | CodeCode Available | 0 |
| Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data | May 1, 2022 | Auxiliary LearningMulti-Task Learning | —Unverified | 0 |
| De-Bias for Generative Extraction in Unified NER Task | May 1, 2022 | AttributeData Augmentation | —Unverified | 0 |
| Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data | May 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples | May 1, 2022 | Continual LearningContinual Named Entity Recognition | —Unverified | 0 |
| Nested Named Entity Recognition with Span-level Graphs | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |