scofield7419/UABSA-SyMux
Codes for the IJCAI2022 paper: Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis
This project helps market researchers or product managers analyze customer reviews, social media posts, or survey responses to understand specific aspects of products or services and the sentiments expressed towards them. It takes raw text data and extracts key product features, associated opinions, and the sentiment (positive, negative, neutral) towards those features. The output helps identify what customers like or dislike about particular product attributes.
No commits in the last 6 months.
Use this if you need to comprehensively analyze customer feedback to pinpoint sentiment towards specific product features, services, or topics, rather than just overall sentiment.
Not ideal if you only need a general sentiment score for entire documents or if your data is not text-based.
Stars
20
Forks
5
Language
Python
License
—
Category
Last pushed
Jun 15, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/scofield7419/UABSA-SyMux"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
wayfair-incubator/extra-model
Code to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.
KennethEnevoldsen/asent
Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.
songyouwei/ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
jiangqn/Aspect-Based-Sentiment-Analysis
A paper list for aspect based sentiment analysis.
chiayewken/Span-ASTE
Code Implementation of "Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction".