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May 5, 2022 - Python
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text-classification
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中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
nlp
natural-language-processing
text-classification
hanlp
named-entity-recognition
dependency-parser
pos-tagging
semantic-parsing
python
nlp
data-science
machine-learning
natural-language-processing
ai
deep-learning
neural-network
text-classification
cython
artificial-intelligence
spacy
named-entity-recognition
neural-networks
nlp-library
tokenization
entity-linking
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May 4, 2022 - Python
all kinds of text classification models and more with deep learning
nlp
text-classification
tensorflow
classification
convolutional-neural-networks
sentence-classification
fasttext
attention-mechanism
multi-label
memory-networks
multi-class
textcnn
textrnn
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Updated
Nov 2, 2021 - Python
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
nlp
news
wiki
text-classification
word2vec
corpus
dataset
question-answering
chinese
chinese-nlp
language-model
bert
chinese-corpus
pretrain
chinese-dataset
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Oct 22, 2020
Natural Language Processing Best Practices & Examples
nlp
machine-learning
natural-language-processing
deep-learning
text-classification
text
best-practices
natural-language
nlu
pretrained-models
natural-language-inference
natural-language-understanding
sota
transfomer
nli
azure-ml
mlflow
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Sep 7, 2021 - Python
CNN-RNN中文文本分类,基于TensorFlow
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Updated
May 19, 2019 - Python
Snips Python library to extract meaning from text
python
nlp
bot
machine-learning
text-classification
chatbot
nlu
ml
information-extraction
named-entity-recognition
machine-learning-library
ner
snips
slot-filling
intent-classification
intent-parser
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Nov 17, 2021 - Python
good first issue
Good for newcomers
code improvement
Codebase improvements to address tech debt / inefficiency / redundancy
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
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May 3, 2022 - Python
Accelerated deep learning R&D
python
infrastructure
machine-learning
natural-language-processing
information-retrieval
research
reinforcement-learning
computer-vision
deep-learning
text-classification
distributed-computing
image-processing
pytorch
image-classification
metric-learning
recommender-system
object-detection
image-segmentation
reproducibility
text-segmentation
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Updated
Apr 29, 2022 - Python
State of the Art Natural Language Processing
nlp
natural-language-processing
spark
sentiment-analysis
text-classification
tensorflow
machine-translation
transformers
language-detection
pyspark
named-entity-recognition
seq2seq
lemmatizer
spell-checker
albert
bert
part-of-speech-tagger
entity-extraction
spark-ml
xlnet
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Updated
May 4, 2022 - Scala
fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.
natural-language-processing
deep-learning
text-classification
chinese-nlp
text-processing
nlp-parsing
nlp-library
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Updated
May 4, 2022 - Python
搜索所有中文NLP数据集,附常用英文NLP数据集
nlp
qa
sentiment-analysis
text-classification
match
machine-translation
text-similarity
corpus
knowledge-graph
chinese
text-summarization
datasets
ner
machine-reading-comprehension
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Updated
Apr 5, 2022 - Python
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
nlp
machine-learning
text-classification
named-entity-recognition
seq2seq
transfer-learning
ner
bert
sequence-labeling
nlp-framework
bert-model
text-labeling
gpt-2
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Updated
Jul 9, 2021 - Python
Text Classification Algorithms: A Survey
deep-learning
random-forest
text-classification
recurrent-neural-networks
naive-bayes-classifier
dimensionality-reduction
logistic-regression
document-classification
convolutional-neural-networks
text-processing
decision-trees
boosting-algorithms
support-vector-machines
hierarchical-attention-networks
nlp-machine-learning
conditional-random-fields
k-nearest-neighbours
deep-belief-network
rocchio-algorithm
deep-neural-network
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Mar 9, 2022 - Python
DELTA is a deep learning based natural language and speech processing platform.
nlp
front-end
ops
deep-learning
text-classification
tensorflow
nlu
speech
inference
text-generation
speech-recognition
seq2seq
sequence-to-sequence
speaker-verification
asr
tensorflow-serving
emotion-recognition
custom-ops
serving
tensorflow-lite
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Apr 27, 2022 - Python
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
natural-language-processing
deep-learning
text-classification
dnn
pytorch
artificial-intelligence
question-answering
knowledge-distillation
sequence-labeling
text-matching
qna
model-compression
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Mar 16, 2021 - Python
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
python
semantic
natural-language-processing
sentiment-analysis
text-classification
clustering
pattern
natural-language
scikit-learn
sentiment
spacy
nltk
text-summarization
gensim
stanford-nlp
text-analytics
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Dec 24, 2020 - Jupyter Notebook
A list of NLP(Natural Language Processing) tutorials
nlp
natural-language-processing
text-classification
neural-machine-translation
sentiment-classification
nlp-tutorial
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Updated
Apr 1, 2020 - Jupyter Notebook
自然语言处理(nlp),小姜机器人(闲聊检索式chatbot),BERT句向量-相似度(Sentence Similarity),XLNET句向量-相似度(text xlnet embedding),文本分类(Text classification), 实体提取(ner,bert+bilstm+crf),数据增强(text augment, data enhance),同义句同义词生成,句子主干提取(mainpart),中文汉语短文本相似度,文本特征工程,keras-http-service调用
nlp
text-classification
distance
chatbot
chinese
feature
bert
data-augmentation
enhance
text-augment
xlnet
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Updated
Sep 23, 2021 - Python
中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
nlp
text-classification
keras
embeddings
transformer
fasttext
albert
bert
capsule
han
rcnn
dcnn
textcnn
crnn
dpcnn
vdcnn
charcnn
xlnet
keras-textclassification
leam
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Updated
Apr 1, 2022 - Python
Data augmentation for NLP, presented at EMNLP 2019
nlp
text-classification
position
cnn
embeddings
synonyms
swap
classification
rnn
sentence
data-augmentation
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May 19, 2021 - Python
Graph Convolutional Networks for Text Classification. AAAI 2019
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Updated
Dec 29, 2021 - Python
The Python Code Tutorials
python
python-tutorials
machine-learning
natural-language-processing
computer-vision
text-classification
tutorials
python3
web-scraping
face-detection
scapy
network-analysis
network-programming
programming-tutorial
ethical-hacking
network-security
socket-programming
scapy-tutorials
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Updated
Apr 26, 2022 - Jupyter Notebook
frascuchon
commented
Oct 18, 2021
The default RubrixLogHTTPMiddleware
record mapper for token classification expect a structured including a text
field for inputs. This could make prediction model inputs a bit cumbersome. Default mapper could accepts also flat strings as inputs:
def token_classification_mapper(inputs, outputs):
i
Text classifier for Hierarchical Attention Networks for Document Classification
text-classification
recurrent-neural-networks
convolutional-neural-networks
attention-mechanism
hierarchical-attention-networks
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Updated
Sep 16, 2021 - Python
基于金融-司法领域(兼有闲聊性质)的聊天机器人,其中的主要模块有信息抽取、NLU、NLG、知识图谱等,并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
reinforcement-learning
deep-learning
sentiment-analysis
text-classification
tensorflow
nlu
knowledge-graph
recommendation
nlg
ner
attention-mechanism
ir
dialogue-systems
slot-filling
oriented-dialogs
intent-detection
django-restful
chatbot-cn
tenserflow-serving
text-correct
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Updated
Jun 13, 2021
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
nlp
text-classification
question-answering
document-classification
transfer-learning
fasttext
language-model
textcnn
attention-is-all-you-need
self-attention
transformer-encoder
bert-model
pre-training
language-understanding
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Updated
Jan 1, 2019 - Python
An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。
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Updated
Sep 2, 2020 - Python
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
nlp
count
machine-learning
natural-language-processing
text-mining
practice
article
text-classification
word2vec
gensim
tf-idf
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Updated
Dec 2, 2020 - Jupyter Notebook
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sklearn.utils are meant to be used internally within the scikit-learn package. They are not guaranteed to be stable between versions of scikit-learn. So depending on this submodule may limit cleanlab compatibility across sklearn versions.
Would not be too much work to replace the few cleanlab functions currently being