Nested Named Entity Recognition

Last update: Dec 25, 2022

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Overview

Nested Named Entity Recognition

Training Dataset: CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark url: https://tianchi.aliyun.com/dataset/dataDetail?dataId=95414

TODO:

description

package version dependency

Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

186 Dec 24, 2022

Tool to add main subject to items on Wikidata using a WMFs CirrusSearch for named entity recognition or a manually supplied list of QIDs

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Implemented shortest-circuit disambiguation, maximum probability disambiguation, HMM-based lexical annotation and BiLSTM+CRF-based named entity recognition

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Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

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Releases(v0.0.1)

v0.0.1(Nov 24, 2021)

Please use macbert-large_dict.pth as the pretrained model's weight and load_state_dict().

The source code of the release is out of date.
Source code(tar.gz)
Source code(zip)
macbert-large_dict.pth(1246.43 MB)

Owner

GitHub Repository

This is my reading list for my PhD in AI, NLP, Deep Learning and more.

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2 Aug 29, 2022

Nested Named Entity Recognition

Related tags

Overview

Nested Named Entity Recognition

You might also like...

Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

Tool to add main subject to items on Wikidata using a WMFs CirrusSearch for named entity recognition or a manually supplied list of QIDs

Implemented shortest-circuit disambiguation, maximum probability disambiguation, HMM-based lexical annotation and BiLSTM+CRF-based named entity recognition

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

Named Entity Recognition API used by TEI Publisher

RoNER is a Named Entity Recognition model based on a pre-trained BERT transformer model trained on RONECv2

Spacy-ginza-ner-webapi - Named Entity Recognition API with spaCy and GiNZA

Code for "Parallel Instance Query Network for Named Entity Recognition", accepted at ACL 2022.

A spaCy wrapper of OpenTapioca for named entity linking on Wikidata

Releases(v0.0.1)

v0.0.1(Nov 24, 2021)

Owner

This is my reading list for my PhD in AI, NLP, Deep Learning and more.

Code for Discovering Topics in Long-tailed Corpora with Causal Intervention.

Implementation of ProteinBERT in Pytorch

PRAnCER is a web platform that enables the rapid annotation of medical terms within clinical notes.

A CRM department in a local bank works on classify their lost customers with their past datas. So they want predict with these method that average loss balance and passive duration for future.

Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch

Predicting the usefulness of reviews given the review text and metadata surrounding the reviews.

Code examples for my Write Better Python Code series on YouTube.

Data loaders and abstractions for text and NLP

Multilingual word vectors in 78 languages

Universal End2End Training Platform, including pre-training, classification tasks, machine translation, and etc.

Machine Learning Course Project, IMDB movie review sentiment analysis by lstm, cnn, and transformer

Pangu-Alpha for Transformers

Code for the paper in Findings of EMNLP 2021: "EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation".

Takes a string and puts it through different languages in Google Translate a requested amount of times, returning nonsense.

Chinese NER with albert/electra or other bert descendable model (keras)

Code for paper "Role-oriented Network Embedding Based on Adversarial Learning between Higher-order and Local Features"

Codename generator using WordNet parts of speech database

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