Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Tokenization, parsing, classical NLP pipelines, translation and information extraction.
Signals: nlp, natural-language-processing, tokenizer, named-entity-recognition, text-classification, machine-translation, sentiment-analysis, spacy
637 results
借助Python抓取微博数据，并对抓取的数据进行情绪分析
股市情感分析
TweetNLP for all the NLP enthusiasts working on Twitter! The Python library tweetnlp provides a collection of useful tools to analyze/understand tweets such as sentiment analysis, emoji prediction, and named entity recognition, powered by state-of-the-art language models specialised on Twitter.
Regression, Scrapers, and Visualization
Dictionary based sentiment analysis that considers valence shifters
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。
A paper list for aspect based sentiment analysis.
cntext is a Python library for social science text analysis, offering word frequency, sentiment, word embeddings, and semantic projection to measure constructs like attitudes and psychological states from Chinese text.
code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"
Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications
AFINN sentiment analysis in Python
Implementation of a hierarchical CNN based model to detect Big Five personality traits
Reading list for Awesome Sentiment Analysis papers
Repository with all what is necessary for sentiment analysis and related areas
A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
A Curated List of Dataset and Usable Library Resources for NLP in Bahasa Indonesia
A content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user
Fast transformer inference for Ruby
A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks
A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097
:book: 收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。
Social media (Weibo) comments analyzing toolbox in Chinese 微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计; 4.情感分析; 5.主题聚类
文本情感分析
Use NLP to predict stock price movement associated with news
24,523 repositories in the index in total.
