| Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages | Oct 1, 2022 | Cross-Lingual TransferMachine Translation | CodeCode Available | 0 |
| Can Data Diversity Enhance Learning Generalization? | Oct 1, 2022 | DiversityDomain Adaptation | —Unverified | 0 |
| DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition | Oct 1, 2022 | Cross-Domain Named Entity RecognitionMachine Reading Comprehension | CodeCode Available | 0 |
| Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products | Oct 1, 2022 | Attributeintent-classification | CodeCode Available | 0 |
| Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition | Oct 1, 2022 | Contrastive Learningfew-shot-ner | CodeCode Available | 1 |
| A Data-driven Approach to Named Entity Recognition for Early Modern French | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Adaptive Threshold Selective Self-Attention for Chinese NER | Oct 1, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing | Oct 1, 2022 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Large Sequence Representation Learning via Multi-Stage Latent Transformers | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition | Oct 1, 2022 | Chinese Named Entity RecognitionMachine Translation | —Unverified | 0 |
| 古汉语嵌套命名实体识别数据集的构建和应用研究(Construction and application of classical Chinese nested named entity recognition data set) | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| MRC-based Medical NER with Multi-task Learning and Multi-strategies | Oct 1, 2022 | Boundary DetectionDecoder | —Unverified | 0 |
| A Multi-Gate Encoder for Joint Entity and Relation Extraction | Oct 1, 2022 | Joint Entity and Relation Extractionnamed-entity-recognition | —Unverified | 0 |
| How to tackle an emerging topic? Combining strong and weak labels for Covid news NER | Sep 29, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing | Sep 29, 2022 | DiagnosticNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition in Industrial Tables using Tabular Language Models | Sep 29, 2022 | Data AugmentationInductive Bias | —Unverified | 0 |
| METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets | Sep 28, 2022 | Epidemiologynamed-entity-recognition | CodeCode Available | 1 |
| An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts | Sep 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A general-purpose material property data extraction pipeline from large polymer corpora using Natural Language Processing | Sep 27, 2022 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking | Sep 27, 2022 | Entity Linkingnamed-entity-recognition | —Unverified | 0 |
| Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique | Sep 25, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition | Sep 9, 2022 | AllDomain Generalization | CodeCode Available | 2 |
