| 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 |
| 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 |
| Improving Romanian BioNER Using a Biologically Inspired System | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Nested Named Entity Recognition with Span-level Graphs | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples | May 1, 2022 | Continual LearningContinual Named Entity Recognition | —Unverified | 0 |
| Thai Nested Named Entity Recognition Corpus | May 1, 2022 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| Are you a hero or a villain? A semantic role labelling approach for detecting harmful memes. | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition for Cancer Immunology Research Using Distant Supervision | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| What do we Really Know about State of the Art NER? | Apr 29, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Polyglot Prompt: Multilingual Multitask PrompTraining | Apr 29, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| HiNER: A Large Hindi Named Entity Recognition Dataset | Apr 28, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer | Apr 28, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition | Apr 27, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Boundary Smoothing for Named Entity Recognition | Apr 26, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Local Hypergraph-based Nested Named Entity Recognition as Query-based Sequence Labeling | Apr 25, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting | Apr 25, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| KALA: Knowledge-Augmented Language Model Adaptation | Apr 22, 2022 | Domain AdaptationGeneral Knowledge | CodeCode Available | 1 |
| Few-shot learning for medical text: A systematic review | Apr 21, 2022 | ArticlesFew-Shot Learning | —Unverified | 0 |
| Recovering Patient Journeys: A Corpus of Biomedical Entities and Relations on Twitter (BEAR) | Apr 21, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition for Partially Annotated Datasets | Apr 19, 2022 | Allnamed-entity-recognition | —Unverified | 0 |
| A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets | Apr 19, 2022 | Dialogue Act ClassificationDialogue Understanding | CodeCode Available | 1 |
| Nested Named Entity Recognition as Holistic Structure Parsing | Apr 17, 2022 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| TASTEset -- Recipe Dataset and Food Entities Recognition Benchmark | Apr 16, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
