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figoyu's Projects

absa-pytorch icon absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。

absa_keras icon absa_keras

Keras Implementation of Aspect based Sentiment Analysis

absa_system icon absa_system

一个基础且完整的细粒度情感分析(ABSA,Aspect based sentiment analysis)案例

ai-learn icon ai-learn

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

apdplat icon apdplat

APDPlat是Application Product Development Platform的缩写,意为应用级产品开发平台。

cemotion icon cemotion

基于NLP的中文情感倾向分析库 for Python

crimekgassitant icon crimekgassitant

Crime assistant including crime type prediction and crime consult service based on nlp methods and crime kg,罪名法务智能项目,内容包括856项罪名知识图谱, 基于280万罪名训练库的罪名预测,基于20W法务问答对的13类问题分类与法律资讯问答功能.

customer_satisfaction_analysis icon customer_satisfaction_analysis

基于在线民宿 UGC 数据的意见挖掘项目,包含数据挖掘和NLP 相关的处理,负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致,实时对在线民宿的满意度评测,包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口,可以进行自动化的批量查询 POI 信息的功能;构建了基于在线民宿语料的 LDA 自动主题聚类模型,利用主题中心词能找出对应的主题属性字典;以用户打分作为标注,然后 litNlp 自带的字符级 TextCNN 进行情感分析,将情感分类概率分布作为情感趋势,最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。

deeplearning icon deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

e2e-tbsa icon e2e-tbsa

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)

fsauor2018 icon fsauor2018

基于LSTM网络与自注意力机制对中文评论进行细粒度情感分析

ftrl-ffm icon ftrl-ffm

field-aware factorization machine (FFM) with FTRL

lc-absa icon lc-absa

Training & Inferring & Reproducing for SOTA ABSA models

lcf-atepc icon lcf-atepc

codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction

towe icon towe

Code and data for "Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling" (NAACL2019)

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