frostjsy

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frostjsy's repositories

BERT-SLU

Joint slot filling and intent classification using BERT.

Language:Jupyter NotebookApache-2.0200

All4NLP

All For NLP, especially Chinese.

Language:Jupyter NotebookMIT100

bert

TensorFlow code and pre-trained models for BERT

Language:PythonApache-2.0100

bert-joint-NLU

使用bert做领域分类、意图识别和槽位填充任务

Language:Python100

bert-multi-gpu-2

Multi-GPU version of BERT, implemented with Tensorflow 1.9

Language:PythonApache-2.01 10

bert_flask

使用bert训练MRPC数据集，写成API接口模式以及简易的html界面

Language:PythonApache-2.01 10

Capsule-NLU

Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471

100

decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

BSD-3-Clause100

dialog-nlu

Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU

Language:Python100

eda_nlp

Code for the EMNLP-IJCNLP paper: Easy data augmentation techniques for boosting performance on text classification tasks.

100

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Language:Jupyter NotebookApache-2.01 10

jieba

结巴中文分词

Language:PythonMIT1 10

Joint-NLU

Joint Slot Filling and Intent Prediction Use Attention and Slot Gate. NER, Intent classification

100

Multi-Label-Text-classification-Using-BERT

Multi Label text classification using bert

100

ngram2vec

Four word embedding models implemented in Python. Supporting arbitrary context features

Language:Python100

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Language:PythonMIT100

numpy-ml

Machine learning, in numpy

Language:PythonGPL-3.01 10

Paper-Reading

Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.

100

pynlp

NLP related tasks, including text classification, sequence annotation, text relations, machine translation and other tasks.

MIT100

Python

All Algorithms implemented in Python

Language:PythonMIT100

RNN_Joint_NLU_Chinese

Train Joint_NLU model using Chinese 中文意图和槽联合模型 tensorflow实现和pytorch实现

100

Slot-Filling-and-Intention-Prediction-in-Paper-Translation

槽填充、意图预测（口语理解）论文整理和中文翻译。Slot filling and intent prediction paper collation and Chinese translation.

MIT100

SMP2019-ECDT-NLU

**中文信息学会社会媒体处理专业委员会举办的2019届中文人机对话之自然语言理解竞赛

100

tensorflow

An Open Source Machine Learning Framework for Everyone

Language:C++Apache-2.01 10

text_classification-1

all kinds of text classification models and more with deep learning

MIT100

TextClassify_with_BERT

使用BERT模型做文本分类；面向工业用途

Language:Python100

tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

Language:Jupyter NotebookApache-2.0100

word2gm

Word to Gaussian Mixture Model

Language:Jupyter NotebookBSD-3-Clause100

zh-NER-TF

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

Language:Python100

book

个人认为对技术提升很不错的书

000