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用多层BLSTM模型同时进行中文分词和标点符号预测
实现了多个版本的LSTM,如融入注意力机制的LSTMN,快速LSTM等
众所周知,双向lstm在众多序列标注任务中要比单向LSTM优越。单向LSTM只能学习到过去的上下文信息,而没有考虑到未来的信息,但是CNN和单向lstm的结合可以解决这个问题,这份代码用tensorflow1.0.1对所述模型进行了实现,用于中文分词序列标注。
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
TensorFlow code and pre-trained models for BERT
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
A Capsule Implement with Pure Keras
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
100+ Chinese Word Vectors 上百种预训练中文词向量
Fuzzy file, buffer, mru, tag, etc finder.
Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings
Simple Online Realtime Tracking with a Deep Association Metric
A Toolkit for Industrial Topic Modeling
The fast.ai deep learning library, lessons, and tutorials
2019 Language and Intelligence Challenge, Information Extraction
chinese version of longformer
LSTM语言模型
Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
Multi-Task Deep Neural Networks for Natural Language Understanding
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
TensorFlow Neural Machine Translation Tutorial
Those years of learning Python - 这些年学习的Python
A collection of design patterns/idioms in Python
This package contains deep learning models and related scripts for RoseTTAFold
Named Entity Recognition (LSTM + CRF) - Tensorflow
中文数据集下SimCSE+ESimCSE的实现
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.