| WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER | Nov 1, 2021 | Domain AdaptationMultilingual Named Entity Recognition | CodeCode Available | 1 |
| Named Entity Recognition in the Romanian Legal Domain | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method | Nov 1, 2021 | Language ModelingLanguage Modelling | —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 |
| 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 |
| 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 |
| Label-Descriptive Patterns and Their Application to Characterizing Classification Errors | Oct 18, 2021 | Descriptivenamed-entity-recognition | CodeCode Available | 1 |
| Turkish Named Entity Recognition: A Survey and Comparative Analysis | Oct 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning | Oct 16, 2021 | Contrastive LearningFew-shot NER | —Unverified | 0 |
| Learning Rich Representation of Keyphrases from Text | Oct 16, 2021 | Abstractive Text SummarizationKeyphrase Extraction | —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 |
| Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER | Oct 16, 2021 | Domain AdaptationFew-Shot Text Classification | CodeCode Available | 1 |
| 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 |
| Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition | Oct 14, 2021 | Classificationnamed-entity-recognition | CodeCode Available | 1 |
| Investigation on Data Adaptation Techniques for Neural Named Entity Recognition | Oct 12, 2021 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks | Oct 11, 2021 | Constituency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning | Oct 9, 2021 | Denoisingnamed-entity-recognition | CodeCode Available | 1 |
| Protagonists' Tagger in Literary Domain -- New Datasets and a Method for Person Entity Linkage | Oct 4, 2021 | Entity Disambiguationnamed-entity-recognition | —Unverified | 0 |
| Aggregating User-Centric and Post-Centric Sentiments from Social Media for Topical Stance Prediction | Oct 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Nested Named Entity Recognition for Chinese Electronic Health Records with QA-based Sequence Labeling | Oct 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Home Appliance Review Research Via Adversarial Reptile | Oct 1, 2021 | Aspect Category Sentiment ClassificationMeta-Learning | —Unverified | 0 |
| OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis | Oct 1, 2021 | Active Learningdocument understanding | —Unverified | 0 |
| MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction | Sep 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
