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集合主题趋势排行榜
#

sentence-classification

Website
Wikipedia
https://static.github-zh.com/github_avatars/brightmart?size=40
brightmart / text_classification

#自然语言处理#all kinds of text classification models and more with deep learning

classification自然语言处理fasttexttextcnntextrnnTensorflowmulti-labelmulti-classattention-mechanismtext-classificationconvolutional-neural-networkssentence-classification
Python 7.92 k
2 年前
https://static.github-zh.com/github_avatars/unitaryai?size=40
unitaryai / detoxify

#自然语言处理#Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary...

bertbert-modelhuggingface-transformershuggingface自然语言处理sentence-classificationkaggle-competitionpytorch-lightning
Python 1.06 k
2 个月前
https://static.github-zh.com/github_avatars/CLUEbenchmark?size=40
CLUEbenchmark / CLUEPretrainedModels

高质量中文预训练模型集合:最先进大模型、最快小模型、相似度专门模型

pretrained-models中文bertrobertaalbertsentence-classificationsemantic-similaritytext-classificationdistillationcorpusdataset
Python 818
5 年前
https://static.github-zh.com/github_avatars/RandolphVI?size=40
RandolphVI / Multi-Label-Text-Classification

About Muti-Label Text Classification Based on Neural Network.

text-classificationPythonTensorflowsentence-classificationmulti-label-classification
Python 556
5 年前
https://static.github-zh.com/github_avatars/hyunwoongko?size=40
hyunwoongko / kochat

#计算机科学#Opensource Korean chatbot framework

聊天机器人深度学习koreansentence-classificationweb-crawler
Python 457
2 年前
https://static.github-zh.com/github_avatars/jiegzhan?size=40
jiegzhan / multi-class-text-classification-cnn

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

cnntext-classificationTensorflowconvolutional-neural-networksembeddingssentence-classificationmulti
Python 425
7 年前
https://static.github-zh.com/github_avatars/hellohaptik?size=40
hellohaptik / multi-task-NLP

#自然语言处理#multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.

PyTorchmultitask-learningsentence-classificationsequence-labelingentailmentrankingintent-classificationnamed-entity-recognitionmachine-comprehensioncontext-awarenesstransformers自然语言处理nlp-library
Python 371
3 年前
https://static.github-zh.com/github_avatars/sergioburdisso?size=40
sergioburdisso / pyss3

#自然语言处理#A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

xaitext-classification机器学习人工智能data-mining自然语言处理document-classificationtext-labelingtext-miningsentence-classificationinterpretabilityinterpretable-machine-learninginterpretable-ml
Python 341
9 天前
https://static.github-zh.com/github_avatars/lettergram?size=40
lettergram / sentence-classification

Sentence Classifications with Neural Networks

sentence-classificationhyperparameter-tuningfasttextcnnrnn神经网络
Python 237
2 年前
https://static.github-zh.com/github_avatars/sunyilgdx?size=40
sunyilgdx / NSP-BERT

#自然语言处理#The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

bertzero-shotprompt-learningsentence-classificationsentiment-analysisnatural-language-inferenceEntity resolution自然语言处理text-classificationTensorflow
Python 229
3 年前
https://static.github-zh.com/github_avatars/DavidBelicza?size=40
DavidBelicza / TextRank

😉 🌀 🍓 TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).

Gotextranksummarizationtokensentence-classification
Go 214
4 年前
https://static.github-zh.com/github_avatars/labteral?size=40
labteral / ernie

#自然语言处理#Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

bertrobertaalbertTensorflowKerastensorflow2自然语言处理sentence-classificationtransformershuggingfacebert-modelbert-as-servicehuggingface-transformertransformer-architecture
Python 200
1 年前
https://static.github-zh.com/github_avatars/Franck-Dernoncourt?size=40
Franck-Dernoncourt / pubmed-rct

#自然语言处理#PubMed 200k RCT dataset: a large dataset for sequential sentence classification.

自然语言处理机器学习corpusmedicalsentence-classification
194
2 年前
https://static.github-zh.com/github_avatars/zake7749?size=40
zake7749 / DeepToxic

#自然语言处理#top 1% solution to toxic comment classification challenge on Kaggle.

kaggle自然语言处理sentence-classificationPyTorchKeras深度学习教程pos
Jupyter Notebook 192
6 年前
https://static.github-zh.com/github_avatars/RandolphVI?size=40
RandolphVI / Text-Pairs-Relation-Classification

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

PythonTensorflowword2vectext-classificationsentence-classification
Python 189
5 年前
https://static.github-zh.com/github_avatars/galsang?size=40
galsang / CNN-sentence-classification-pytorch

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

PyTorchsentence-classificationconvolutional-neural-networksPython
Python 163
8 年前
https://static.github-zh.com/github_avatars/titipata?size=40
titipata / detecting-scientific-claim

#自然语言处理#Extracting scientific claims from biomedical abstracts (powered by AllenNLP)

自然语言处理深度学习sentence-classification
Python 142
4 年前
https://static.github-zh.com/github_avatars/ajinkyaT?size=40
ajinkyaT / CNN_Intent_Classification

CNN for intent classification task in a Chatbot

cnnKerassentence-classification聊天机器人intent-classificationtext-classification
Jupyter Notebook 100
6 年前
https://static.github-zh.com/github_avatars/yuchenlin?size=40
yuchenlin / lstm_sentence_classifier

#自然语言处理#LSTM-based Models for Sentence Classification in PyTorch

PyTorchsentence-classification自然语言处理
Python 77
5 年前
https://static.github-zh.com/github_avatars/abhaikollara?size=40
abhaikollara / CNN-Sentence-Classification

A tensorflow implementation of Convolutional Neural Networks for Sentence Classification

sentence-classificationconvolutional-neural-networksTensorflow
Python 76
8 年前
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