375 Open source projects that are alternatives of or similar to Aspect Based Sentiment Analysis

A collection of infrastructure and tools for research in neural network interpretability.

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🌍 The R&D of a sentiment analysis module, and the implementation of it on real-time social media data, to generate a series of live visual representations of sentiment towards a specific topic or by location in order to find trends.

Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)

H2O.ai Machine Learning Interpretability Resources

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🌅 iOS11 demo application for visual sentiment prediction.

文本情感分析

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

Model interpretability and understanding for PyTorch

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

Fit interpretable models. Explain blackbox machine learning.

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⚽ Notebook feito para analisar o case do Sentibol

AFINN sentiment analysis in Python

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

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Sentiment Analysis of a Twitter Topic with Spark Structured Streaming

NLP Tensorflow Tutorials

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

Language sentiment analysis and neural networks... for trolls.

🎈 A Node.js AFINN-111 based sentiment analysis module

Baidu's open-source Sentiment Analysis System.

SemEval-2022 Shared Task 10: Structured Sentiment Analysis

A paper list for aspect based sentiment analysis.

Text visualization tools

Pytorch Implementation of recent visual attribution methods for model interpretability

Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.

State-of-the-art natural language processing for Ruby

A .NET MAUI app for displaying the top posts on Hacker News that demonstrates text sentiment analysis gathered using artificial intelligence

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

NeurIPS 2018. Linear-time model comparison tests.

Dataset of Linus Torvalds' rants classified by negativity using sentiment analysis

Adaptive, interpretable wavelets across domains (NeurIPS 2021)

Aspect Based Sentiment Analysis using End-to-End Memory Networks

Using scrapy to scrape tripadvisor in order to get users' reviews.

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

NLP tutorial

A sentiment and emotion analysis server in Python

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

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NLP with NLTK for Sentiment analysis amazon Products Reviews

Smart Algorithms to predict buying and selling of stocks on the basis of Mutual Funds Analysis, Stock Trends Analysis and Prediction, Portfolio Risk Factor, Stock and Finance Market News Sentiment Analysis and Selling profit ratio. Project developed as a part of NSE-FutureTech-Hackathon 2018, Mumbai. Team : Semicolon

Deep Neural Network for Sentiment Analysis on Twitter

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

中文自然语言处理工具集【断句/分词/词性标注/组块/句法分析/语义分析/NER/N元语法/HMM/代词消解/情感分析/拼写检查】

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

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Opinion mining of Mobile reviews on Amazon platform

Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments