Aspect extraction based on word embeddings
-
Updated
May 21, 2024 - Python
Aspect extraction based on word embeddings
Aspect-Based Sentiment Analysis in Greek Data
Aspect-Based Sentiment Analysis (ABSA) can identify specifics to what guests are most unsatisfied with for a given hotel. "Room Amenities" are broken down into "air-conditioning" or "wifi", giving targeted improvement feedback.
.NET Core library for accessing eStatements protected with South African identity numbers by brute force.
A comparative study of various methods for aspect-based sentiment analysis in the German language. Analysing generative models with large language models, relational graph attention networks and aspect-specific graph convolutional networks.
The study employed the Fast-LCF-ATEPC model for Alibaba (intl') reviews, achieving 91.06% APC accuracy and 83.09% ATE F1 score. It revealed mixed user experiences in areas like usability, pricing, and shipping, aiming to enhance Alibaba's e-commerce user satisfaction.
Determine the sentiment of a community towards companies and their effect on the company in the stock market by analyzing their online presence on various social media platforms.
Interactive Attention based model is prepared to analyze the sentiments of a sentence. The dataset used is the ABSA dataset
aspect-based sentiment analysis using syntactic parsing in python
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
A Python package developed as a plugin for the Hydra Fast Interface (HyFI).
This is the advanced form of the sentiment analysis from text. In this method we have to find out the sentiment regarding the aspect word. The data set contains the reviews and the aspect word/phrase. We have to find out the sentiment regarding that aspect/phrase. We have used simple method using TfIdfVectorizer and ml algorithms. Got the nearly…
Domain generalization on Aspect Based Sentiment Analysis (ABSA) task via utilizing noisy student architecture.
[ACL2021] Code for the paper "Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis" in Findings of ACL2021
Python Sentiment Analysis on Amazon Reviews with NLP, Machine Learning prediction models and ABSA. Basic Network Analysis and some experiments with Collaborative Filtering.
Clone and revise based on https://github.com/ROGERDJQ/RoBERTaABSA
Sustainable alternative to e-commerce
The code for the paper "Fuzzy Rough Nearest Neighbour Methods for Aspect-Based Sentiment Analysis" by O. Kaminska, C. Cornelis, and V. Hoste published to the Electronics journal, particularly, the special issue AI for Text Understanding (Volume 12, 2023)
Add a description, image, and links to the absa topic page so that developers can more easily learn about it.
To associate your repository with the absa topic, visit your repo's landing page and select "manage topics."