雖然這篇OntoNotes NER鄉民發文沒有被收入到精華區：在OntoNotes NER這個話題中，我們另外找到其它相關的精選爆讚文章
[爆卦]OntoNotes NER是什麼？優點缺點精華區懶人包
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#1Named Entity Recognition on Ontonotes v5 (English) - Papers ...
Rank Model F1 Precision Recall Extra Training Data Result Year Tags 1 BERT‑MRC+DSC 92.07 Checkmark Enter 2019 Transfor... 2 PL‑Marker 91.9 92.0 91.7 Close Enter 2021 3 Biaffine‑NER 91.3 Close Enter 2020
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#2flair/ner-english-ontonotes-large - Hugging Face
This is the large 18-class NER model for English that ships with Flair. F1-Score: 90.93 (Ontonotes). Predicts 18 tags: tag, meaning. CARDINAL, cardinal value.
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#3OntoNotes-5.0-NER - GitHub
该repo可用于将OntoNotes-5.0转换为Conll格式. Contribute to yhcc/OntoNotes-5.0-NER development by creating an account on GitHub.
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#4專有名詞辨識 - CKIP Lab 中文詞知識庫小組
專有名詞辨識，或名為實體辨識（Named Entity Recognition, NER），是資訊 ... 訓練語料：以OntoNotes 中文語料為訓練集，包含新聞、廣播、網誌、電話等等各種類型的語 ...
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#5Named Entity Recognition - BERT Base (OntoNotes) - Spark ...
Onto is a Named Entity Recognition (or NER) model trained on OntoNotes 5.0. It can extract up to 18 entities such as people, places, ...
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#6Composition of token classes in the OntoNotes 5.0 English ...
Previous works have shown that lightweight architectures for Named Entity Recognition (NER) can achieve optimal performance with only 25% of the original ...
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#7ontonotes_ner - AllenNLP Models v2.8.0
This DatasetReader is designed to read in the English OntoNotes v5.0 data for ... tags : SequenceLabelField A sequence of BIO tags for the NER classes.
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#8duyvuleo/OntoNotes-5.0-NER-BIO - Giters
Cong Duy Vu Hoang OntoNotes-5.0-NER-BIO: A BIO formatted Named Entity Recognition data set extracted from the OntoNotes 5.0 release.
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#9Strange fine-tuned NER model behavior - DeepPavlov ...
I finetuned NER model on some data, with this config: ... Strange fine-tuned NER model behavior ... Standatd OntoNotes NER BERT returns:.
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#10SpaCy 3: how to get the raw data used to train ...
The NER labelling scheme as described from https://spacy.io/models/en is from OntoNotes that contains NER tags, see Section 2.6 of ...
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#11OntoNotes Release 5.0 - LDC Catalog
OntoNotes 5.0 also includes a 100K corpus of telephone conversations. (CallHome) annotated with parse, proposition and coreference. For Arabic, ...
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#12Deep Learning for Named Entity Recognition #1 - Towards ...
Need for data: Deep Learning for NER requires thousands of training points to ... OntoNotes Release 5.0 is made up of 1,745 K English, ...
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#13Named entity recognition | NLP-progress
Named entity recognition (NER) is the task of tagging entities in text with ... The Ontonotes corpus v5 is a richly annotated corpus with several layers of ...
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#14arXiv:2106.01223v1 [cs.CL] 2 Jun 2021
Named entity recognition (NER) has been a funda- mental task of Natural Language ... average entity length in CoNLL2003, OntoNotes,.
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#15ontonotes — HanLP Documentation
TAG. Description. PERSON. People, including fictional. NORP. Nationalities or religious or political groups. FACILITY. Buildings, airports, highways ...
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#16轉寄 - 博碩士論文行動網
實驗顯示此方法可和線性單詞標記法相比，並在OntoNotes 5.0 NER語料上取得了超過87\% F1分數的顯著進步。 論文外文摘要. Named Entity Recognition (NER) is an ...
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#17Rethinking Generalization of Neural Models: A Named Entity ...
3.3 NER Datasets for Evaluation. We conduct experiments on three benchmark datasets: the. CoNLL2003 NER dataset, the WNUT16 dataset, an d. OntoNotes 5.0 ...
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#18Fine-grained Named Entity Annotation for Finnish - ACL ...
We show that our OntoNotes Finnish NER corpus is compatible with the English OntoNotes annotations through training state-of-the-art bi- and multilingual NER.
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#19ner-T5 Workspace – Weights & Biases
Workspace of ner-T5, a machine learning project by chandan047 using Weights & Biases with 55 runs, 0 sweeps, and 0 reports.
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#20flair/ner-english-ontonotes-large Model - NLP Hub - Metatext
The model flair ner english ontonotes-large is a Natural Language Processing (NLP) Model implemented in Transformer library, generally using the Python ...
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#21開源的斷詞(WS)、詞性標注(POS)、實體辨識(NER)工具
建構概念為本且具語義結合性的中文知識庫. 馬偉雲助研究員團隊中研院資訊所. ASBC-test. OntoNotes-. Test. WS. POS. NER. Prec. Rec. F1. Acc. F1. CkipTagger POS.
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#22OntoNotes issues - Verbs Index
Parsing and NER. • Reasonable desideratum (we think!) • A Named Entity will correspond to some contiguous subset of the children of some node in the tree.
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#23ontonotes数据集_发现数据集验证数据集_mnist数据集- 云+社区
「自然语言处理（NLP）论文解读」【复旦】中文命名实体识别（Lattice-LSTM模型优化）. 通过在四组中文基准NER数据集上的验证，可以发现该方法可以实现更快的推理速度， ...
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#24哪位大神有ontonotes语料库吗，可以发我一份咩～求～？ - 知乎
我要原始的ontonotes4.0 chinese ner dataset, I have registered for more then 6 moths with my school, but I haven't got the access the download the dataset, who ...
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#25Gated Relation Network to Enhance Convolutional Neural ...
Experiments on two benchmark NER datasets (i.e., CoNLL-. 2003 and Ontonotes 5.0) show that, our proposed GRN can achieve state-of-the-art performance with ...
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#26使用Transformer 进行命名实体识别的知识感知表示学习,arXiv
实验结果表明，使用KARL 进行的增强可以显着提高我们的NER 系统的性能，并且在三个公开可用的NER 数据集（即CoNLL 2003、CoNLL++ 和OntoNotes v5）上 ...
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#27NLP - 命名实体识别NER_米兰的小铁匠 - CSDN博客
文章目录 · 关于NER · PKU、MSRA、OntoNotes三套规范 · ontonotes; msra; pku · 代码实现 · hanlp 2.1 · spacy · nltk ...
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#28Data formats · spaCy API Documentation
Should correspond to sections in the [components] block, e.g. [components.ner] . ... part-of-speech tag "orth": string, # verbatim text of the token "ner": ...
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#29人工智能自然语言处理（六）-命名实体识别（Named Entity ...
可以看到OntoNotes 5.0数据中，除了标注NER，也包含了如POS标签等其他标签，可以用于其他类型的以单词或短语为单位的NLP文字识别任务。
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#30NER.ipynb - Google Colab (Colaboratory)
2019-05-03 18:24:54,910 removing temp file /tmp/tmpy8wumt_d 2019-05-03 18:24:54,912 loading file /root/.flair/models/en-ner-ontonotes-fast-v0.3.pt ...
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#31What languages does NER BERT Ontonotes Mult ... - Medium
Thanks!. “What languages does NER BERT Ontonotes Mult model support? I can't find the exact list(” is published by Anton Saŭčyk.
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#32[PDF] Chinese NER Using Lattice LSTM | Semantic Scholar
A lattice-structured LSTM model for Chinese NER, which encodes a sequence of ... on named-entity recognition in both CoNLL and Ontonotes NER are presented.
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#33NER数据集以及SOTA模型 - 简书
Makeup 是OntoNotes 使用的标注方法， 思路比较简单, XML， 比如：. <ENAMEX TYPE=”ORG”>Disney</ENAMEX> is a global brand . 它用标签把命名实体框出来 ...
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#34Comparison of NER, Sentence Similarity, and Machine ...
Toward more complex information ingestion: Comparison of NER, Sentence Similarity ... faster alternative to Bi - LSTMs for NER ... OntoNotes 5.0 English NER.
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#35The Mid-term Report for Fusing Structured Knowledge Priors ...
For the NER data, other than the most common. CoNLL 2003 dataset, we would like to explore more on OntoNotes 5.0 dataset. OntoNotes dataset has a.
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#36OntoNotes-5.0-NER-BIO - gitmemory
A BIO formatted Named Entity Recognition data set extracted from the OntoNotes 5.0 release. StudentWorker Updated 2 years ago. fork time in 17 hours ago.
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#37Chinese NER by Span-Level Self-Attention - IEEE Xplore
Experiments on OntoNotes 4.0 dataset have demonstrated that the proposed model ... we investigate how to improve Chinese named entity recognition (NER) by ...
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#38A Lexicon-Based Graph Neural Network for Chinese NER
Chinese named entity recognition (NER) that sequentially track character and word infor- ... 2011): OntoNotes is a manually annotated mul-.
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#39Contextualized Embeddings in Named-Entity Recognition
We study lexical overlap in CoNLL03 [18] and OntoNotes [20], the two main English NER datasets, as well as WNUT17 [5] which is smaller, ...
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#40Why Attention? Analyze BiLSTM Deficiency and Its Remedies ...
We further test them on real-world NER datasets, OntoNotes 5.0 and WNUT 2017, with clear and consistent improvements over the baseline, up to 8.7\% on some ...
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#41ontonotes-5-parsing - PyPI
This dataset is very useful for experiments with NER, i.e. Named Entity Recognition. Besides, Ontonotes 5 includes three languages (English, ...
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#42Generalisation in named entity recognition: A quantitative ...
Like CoNLL 2003, the OntoNotes corpus is also a popular benchmark dataset for NER. The languages covered are English, Arabic and Chinese.
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#43Establishing a New State-of-the-Art for French Named Entity ...
Named entity recognition (NER) is the widely studied task ... Ontonotes v5 (Pradhan et al., 2012; Pradhan et al., 2013) corpora.
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#44Fine-grained Named Entity Annotation for Finnish - LiU ...
We combine and extend two NER corpora recently introduced for Finnish and revise their custom annotation scheme ... Finnish, NER, OntoNotes ...
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#45MULTI-GRAINED ENTITY PROPOSAL NETWORK FOR ...
In this paper, we focus on a new Named Entity Recognition (NER) task, i.e., ... CoNLL-2003 and OntoNotes 5.0 datasets are used for the NER tasks.
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#46ontonotes-5-parsing 0.0.5 on PyPI - Libraries.io
Ontonotes 5.0 is very useful for experiments with NER, i.e. Named Entity Recognition. There are many papers devoted to various NER ...
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#47Ontonotes 5.0 Dataset - Kaushik Rangadurai
Dec 27, 2019 NER Comments. This blog post list the steps needed to train from OntoNotes 5.0 dataset. Download the dataset from LDC ...
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#48命名實體識別從數據集到算法實現- 碼上快樂
命名實體識別Named Entity Recognition, NER 是NLP 的基礎任務，指從文本中識別出 ... OntoNotes 5.0由1745k 英語、900k 中文和300k 阿拉伯語文本數據 ...
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#49細粒度實體分類論文綜述：那些年我們一起追過卻仍未知道的花名
較早拿來做細粒度實體分類的經典數據集應該是OntoNotes 了。這個在LDC 中的收費數據，經過一系列的 ... https://github.com/yhcc/OntoNotes-5.0-NER.
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#50中国语言的conll-formatted-ontonotes-5.0 - wenyanet
参考链接：http://conll.cemantix.org/2012/data.html https://github.com/yuchenlin/OntoNotes-5.0-NER-BIOOntoNotes-5.0-NER-BIO这是CoNLL-2003格式 ...
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#51Coreference Aware Representation Learning for Neural ...
art performance on two NER benchmarks: CoNLL-. 2003 and OntoNotes v5.0. More importantly, we demonstrate that our framework does not rely on.
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#52Bert ner
ONLY CRF output layer: Dec 05, 2020 · Onto is a Named Entity Recognition (or NER) model trained on OntoNotes 5. Jun 14, 2021 · In this tutorial, ...
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#53spaCy教程學習 - 人人焦點
en_core_web_sm：英語多任務CNN，在OntoNotes上訓練，大小爲11 MB; en_core_web_md：英語 ... 如上圖所示，NLP管道有多個組件，如標記生成器、標籤器、解析器、ner等。
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#54Bilstm pytorch ner
Chinese-Ner-pytorch 中文实体识别bert/xlnet/albert 预训练模型+bilstm+crf / +crf Make software development more efficient, ... 我们在CoNLL-2003和OntoNotes 5.
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#55Bilstm pytorch ner
Bilstm pytorch ner. ... Bert Bilstm Crf Ner ⭐ 3,550. paper Neural Architectures for Named Entity Recognition End-toEnd ... 我们在CoNLL-2003和OntoNotes 5.
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#56Spacy custom tagger
“build spacy custom ner model stackoverflow” Code Answer By Jeff Posted on April ... was trained on the OntoNotes corpus and includes named entities. load, ...
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#57Spacy google colab
... Entity Recognition model has been trained on a corpus named “OntoNotes 5”. ... Credit to R. I am using spacy in google colab to build an NER model for ...
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#58Spacy lemmatization tutorial - Konrad il Brianzolo
... Named Entity Recognition model has been trained on a corpus named “OntoNotes 5”. ... To extract information with spacy NER models are widely leveraged.
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#59Proceedings of Second Doctoral Symposium on Computational ...
NER. Datasets. A tagged or the labeled corpus is the cluster of documents that ... NER activities report their display on CoNLL03 and OntoNotes datasets.
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#60Wireless Algorithms, Systems, and Applications: 15th ...
The OntoNotes and Weibo NER datasets have four non-empty entities: GPE (indicating a geographic name in a political sense, usually used to indicate a ...
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#61Artificial Neural Networks and Machine Learning – ICANN ...
Since ONTONOTES is a professional NER dataset with high quality NER labeled data while we apply the third-party tool on PTB and CTB to get NER labels, ...
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#62Advances in Information Retrieval: 42nd European Conference ...
All the more as classical NER models have been shown to poorly generalize to ... in CoNLL03 [18] and OntoNotes [20], the two main English NER datasets, ...
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#63DEPLOYABLE MACHINE LEARNING FOR SECURITY DEFENSE: Second ...
The goal of NER system is to identify entities of interest and tag all other tokens ... in the general domain NER dataset like CoNLL 2003 and OntoNotes 5, ...
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#64PRICAI 2021: Trends in Artificial Intelligence
Also, on OntoNotes CN and EN, Syn-BiLSTM-GCN-CRF uses dependency ... shows the GCN encoding of syntactic dependency may not always benefit the NER task.
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#65Blueprints for Text Analytics Using Python - 第 327 頁 - Google 圖書結果
Subset of NER types of the OntoNotes 5 corpus NER Type Description NER Type LANGUAGE NER Type Description GPE Countries, cities, states.
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#66Stanford nlp github - Spruce Consulting
NLTK API to Stanford NLP Tools compiled on 2015-12-09 Stanford NER. in Computer Science from Carnegie Mellon ... Full pipeline accuracy on the OntoNotes 5.
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#67Time Expression and Named Entity Recognition
Table 6.4 Controlled experiments using UGTO on the CoNLL03 and OntoNotes* datasets for analyzing the impact of syntactic information on the NER performance.
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#68Wmt english chinese dataset - UrbanStreet
0 is the final release of the OntoNotes project, a collaborative effort between BBN ... English NER, English-Chinese machine translation dataset.
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#69Database Systems for Advanced Applications: 26th ...
Model performance on the OntoNotes dataset and Chinese resume dataset. ... (2016) 72.98 80.15 76.40 Lattice 76.35 71.56 73.88 CAN-NER 75.05 72.29 73.64 ...
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#70Bert training size
This is a new post in my NER series. BERT Pre-Training Accuracy ... We also achieve a new state of the art on the OntoNotes coreference resolution task (79.
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#71Stanford nlp github
PHP interface to Stanford NLP Tools (POS Tagger, NER, Parser) This library was tested against individual jar ... Full pipeline accuracy on the OntoNotes 5.
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#72Named Entity Recognition · Prodigy · An annotation tool for AI ...
Prodigy lets you label NER training data or improve an existing model's accuracy. Quickstart. I want to train a new model with new categories from scratch.
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#73Upenn github
OntoNotes Release 5. ... Github-SNoW-LBJava: Demos-SRL-NER-Wikifier: Prospective Students: Contact : My research focuses on the computational foundations of ...
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#74Bert training size
We also achieve a new state of the art on the OntoNotes coreference resolution task (79. Aug 15, 2020. ... This is a new post in my NER series.
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#75Huggingface word2vec - DEAD KIDS GET LIVELY
NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, ... Full pipeline accuracy on the OntoNotes 5.
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#76East text detection colab
... an out of the box pretrained NerDLApproach trained on the OntoNotes corpus. ... End-to-end example of regular NER pipeline: import scanned images from ...
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#78Stanford nlp github
Named Entity Recognition (NER) labels sequences of words in a text which are the names of things, ... Full pipeline accuracy on the OntoNotes 5.
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#79Named Entity Recognition und Literaturanalyse | forTEXT
Schriftlich bringt Ihnen unsere → Lerneinheit die NER bei. 1. Stanford Named Entity Recognizer installieren und deutsche Kategorien laden ...
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