chinese-sentiment-analysis · GitHub Topics
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基于字符级卷积神经网络的细粒度的中文情感分析以及具体的应用,将顾客打分和评论情感进行两极映射,使用数据自动 ... 基于RoBERTa-wwm-ext 模型的微博中文情绪识别.
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chinese-sentiment-analysis
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yangheng95
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LCF-ATEPC
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codesforpaperAMulti-taskLearningModelforChinese-orientedAspectPolarityClassificationandAspectTermExtraction
aspect-based-sentiment-analysis
aspect-term-extraction
chinese-sentiment-analysis
aspect-polarity-classification
pytorch-absa
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Jun5,2022
Python
CarryChang
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C-CNN-for-Chinese-Sentiment-Analysis
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基于字符级卷积神经网络的细粒度的中文情感分析以及具体的应用,将顾客打分和评论情感进行两极映射,使用数据自动标注和基于弱监督预训练的数据增强方式自动扩充和优化数据集,实验证实了在情感分类中,使用本文的字符级卷积神经网络(C-CNN-SA)可以在不依赖分词的情况下,达到的精度和F值均高于词级粒度。
并将模型上线使用,利用tensoflow+flaskrestful做出的后端服务化,具体的项目细节和讲解看右面的ppt
backend
nlp-machine-learning
tensorflow-models
flask-api-rest
chinese-sentiment-analysis
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Jan16,2020
HTML
Gnomeek
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ChineseSentimentAnalysiswithBERT
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基于BERT模型的中文文本情感分类
bert
chinese-sentiment-analysis
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May29,2020
Python
ChihoLeung
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RoBERTa_Emotion_Classification
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基于RoBERTa-wwm-ext模型的微博中文情绪识别
nlp
natural-language-processing
tensorflow
bert
emotion-classification
roberta
roberta-wwm-ext
chinese-sentiment-analysis
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Aug20,2021
Python
imsanjoykb
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Saici.ai-NLP
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Saici.aiNLPAssessment
natural-language-processing
machine
sentiment
chinese-nlp
chinese-sentiment-analysis
chinese-language-model
Updated
Jan4,2021
JupyterNotebook
dhchenx
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cn-sentiment-measures
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AtoolkitforestimatingChinesesentimentscoreswithmultiplemeasures.
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sentiment-score
text-emotion-detection
chinese-sentiment-analysis
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Dec5,2021
Python
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