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nlp-machine-learning

Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.

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AlexeySorokin
AlexeySorokin commented Apr 5, 2019

I want to use FasttextEmbedder. How should I guess that it requires installing a separate requirements file? By the way, installing a requirements file from git without cloning is not that obvious. It should be explicitly mentioned in the documentation. Another problem is the lack of separate fasttext embedder config for sentences, in contrast to elmo embedder.

tkornuta-nvidia
tkornuta-nvidia commented Dec 19, 2019

For example, documentation of AudioToSpectrogramPreprocessor is missing.

We investigated that with @redoctopus and she has found that nemo_asr.rst doesn't include several modules.

https://github.com/NVIDIA/NeMo/blob/master/docs/sources/source/collections/nemo_asr.rst

So the bigger issue includes: taking a look at all implemented components and checking whether the associated rst files are

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。开发的目的是克服用户打分和评论不一致,实时对重庆地区在线民宿的满意度进行评测,使用Python实现了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Word2vec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,然后通过实验贝叶斯、SVM、决策树等多种分类模型,最后选用贝叶斯模型进行情感分析,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。

  • Updated May 17, 2020
  • Python

Created by Alan Turing

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