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lechenhao's Projects

ai-resources icon ai-resources

Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning

aixijs icon aixijs

AIXIjs - General Reinforcement Learning in the Browser

analysis-of-public-opinion-based-on-microblogging-reptile icon analysis-of-public-opinion-based-on-microblogging-reptile

这是我参加招商银行fintech精英选拔时,做的一个课题。用Python对新浪微博进行爬虫,然后进行舆情分析。爬虫之前,需要模拟登陆,这里采用RSA加密模块模拟登陆。舆情分析的时候,我直接调用腾讯文智的感情分析API。

aspect-based-opinion-mining icon aspect-based-opinion-mining

This is a web based tool which focuses on aspect-level opinion mining (explicit aspects) and incorporates syntactic unsupervised approach for it. It is used to extract most important aspects of the product along with the opinion words describing that aspect. The sheer volume of online reviews makes it difficult for a human to process and extract all meaningful information in order to make an educated decision. Our approach does not require any seed word or domain-specific knowledge of the product. The result of the project will show the extracted aspects from the reviews, various opinion words describing that aspect and its rating. The rating of aspects will be done with the help of sentiment scores from the lexical resource, SentiWordNet. The review dataset will be collected from various ecommerce websites.

bimpm icon bimpm

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

coral icon coral

Correlation Alignment for Domain Adaptation

deep-recurrent icon deep-recurrent

Deep bidirectional recurrent net for opinion mining (code for EMNLP14 paper)

finegrainedopinionmining icon finegrainedopinionmining

细粒度情感分析repository2:细粒度情感分析接口,aspect-based sentiment analysis based on HMM.

fom icon fom

This is a tool o achieve the goal of Multi-faceted Opinion Mining.

forum icon forum

蓝灯(Lantern)官方论坛

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