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命名实体识别（NER）（也称为实体标识，实体组块和实体提取）是信息抽取的子任务，旨在将非结构化文本中提到的命名实体定位和分类为预定义类别，例如人员姓名、地名、机构名、专有名词等。
NE-R1: Enhancing Named Entity Recognition Model via Reinforcement Learning
Arxiv
0+阅读 · 9月2日
Improving Health Literacy through Lay Summarization of Radiological Reports: An Evaluation of BioNER and Retrieval-Augmented Generation
Arxiv
0+阅读 · 9月2日
PersianAnonymizer: Evaluating LLM-Labeled Training for Efficient NER-based Anonymization in Persian
Arxiv
0+阅读 · 9月1日
TWIX: a Two-Stage Approach for End-To-End Named Entity Recognition and Relation Extraction
Arxiv
0+阅读 · 9月1日
En-ViMedNER: An English-Vietnamese Parallel Biomedical Corpus with UMLS Semantic Type Annotations
Arxiv
0+阅读 · 8月30日
Type-Balanced Contextual Learning for Incremental Named Entity Recognition
Arxiv
0+阅读 · 8月31日
Error-Type-Aware Loss Reweighting for Robust Named Entity Recognition with Noisy LLM Labels
Arxiv
0+阅读 · 8月31日
What Matters When Building Universal Multilingual Named Entity Recognition Models?
What Matters When Building Universal Multilingual Named Entity Recognition Models?
Arxiv
0+阅读 · 8月30日
Padārtha: Ontology-Grounded Fine-Grained NER Benchmark for Classical Sanskrit
Arxiv
0+阅读 · 8月29日
Generative vs. Encoder Models for Multilingual NER: A Comprehensive Empirical Study on Naamapadam
Arxiv
0+阅读 · 8月30日
A large-scale dataset of sub-institution name disambiguation and hierarchical structures from OpenAlex
Arxiv
0+阅读 · 8月20日
Just Pass Twice: Efficient Token Classification with LLMs for Zero-Shot NER
Arxiv
0+阅读 · 8月26日
Named-Entity Recognition in the Crime Domain (CrimeNER): Case Study and Dataset
Arxiv
0+阅读 · 7月8日
AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction
AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction
Arxiv
0+阅读 · 6月23日
Olfactory-Inspired Sparse Combinatorial Coding for Low-Resource Named Entity Recognition
Arxiv
0+阅读 · 6月20日
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