659 Open source projects that are alternatives of or similar to Awesome Sentiment Analysis

Resources for learning about Text Mining and Natural Language Processing

💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

Scripts utilizing Heartex platform to build brand sentiment analysis from the news

Weaving analytical stories from text data

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

Sentiment Analysis: Deep Bi-LSTM+attention model

🍊 📄 Text Mining add-on for Orange3

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

paribhasha.herokuapp.com/

NLP with NLTK for Sentiment analysis amazon Products Reviews

Open Source research tool to search, browse, analyze and explore large document collections by Semantic Search Engine and Open Source Text Mining & Text Analytics platform (Integrates ETL for document processing, OCR for images & PDF, named entity recognition for persons, organizations & locations, metadata management by thesaurus & ontologies, search user interface & search apps for fulltext search, faceted search & knowledge graph)

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Attention-based multimodal fusion for sentiment analysis

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Interpretable data visualizations for understanding how texts differ at the word level

Korpuslinguistik war noch nie so einfach...

An integrated framework in R for textual sentiment time series aggregation and prediction

No description or website provided.

Sentiment Analysis using Stochastic Gradient Descent on 50,000 Movie Reviews Compiled from the IMDB Dataset

The Text Mining Elixir

An easy to use python package for deep learning-based german sentiment classification.

A data set and model for german sentiment classification.

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Document Enrichment plugin for Elasticsearch

An easy-to-use library to extract indices from texts.

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

Keras Implementation of Aspect based Sentiment Analysis

Sentiment Strength Detection in Bahasa Indonesia

Build a Flask web application to help users retrieve key restaurant information and feature-based reviews (generated by applying market-basket model – Apriori algorithm and NLP on user reviews).

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

ConText v4: Neural networks for text categorization

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Text Classification by Convolutional Neural Network in Keras

This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt

An emotion-polarity classifier specifically trained on developers' communication channels

Text visualization tools

Automated NLP sentiment predictions- batteries included, or use your own data

A Xamarin + IoT + Azure sample that detects the sentiment of incoming text messages, performs sentiment analysis on the text, and changes the color of a Philips Hue lightbulb

Learn how to use Kinesis Firehose, AWS Glue, S3, and Amazon Athena by streaming and analyzing reddit comments in realtime. 100-200 level tutorial.

sentiment analysis、情感分析、文本分类、基于字典、python、classification

Your Advanced Twitter stalking tool

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。

Repositori ini merupakan kumpulan dataset terkait analisis sentimen Berbahasa Indonesia. Apabila Anda menggunakan dataset-dataset yang ada pada repositori ini untuk penelitian, maka cantumkanlah/kutiplah jurnal artikel terkait dataset tersebut. Dataset yang tersedia telah diimplementasikan dalam beberapa penelitian dan hasilnya telah dipublikasi…

Conversational text Analysis using various NLP techniques

Система, анализирующая тональность текстов и высказываний.

🎤 Lyrics/associated NLP data for Billboard's Top 100, 1950-2015.

This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en

Language, Knowledge, Cognition

Hashformers is a framework for hashtag segmentation with transformers.

Sentiment Analysis in Arabic tweets

【微信公众号：大邓和他的python】, Python语法快速入门https://www.bilibili.com/video/av44384851 Python网络爬虫快速入门https://www.bilibili.com/video/av72010301, 我的联系邮箱[email protected]

A word embeddings-based semi-supervised model for document scaling

Sentence Similarity Estimator (SenSim)

A Python Bot for Scraping Conversations from Twitter

📓 Long(er) text representation and classification using Doc2Vec embeddings

KNIME - Text Processing Extension (Labs)

Accurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉

BERT, LDA, and TFIDF based keyword extraction in Python

Machine Learning (EE 5184) in NTU