absa
There are 68 repositories under absa topic.
andrea-gasparini/nlp-aspect-based-sentiment-analysis
Aspect-Based Sentiment Analysis (ABSA) using different setups based on 2 stacked BiLSTMs and Attention layers; leveraging PoS, GloVe and BERT (frozen) embeddings
Hamoon1987/ABSA
Exploiting BERT to Improve Aspect-Based Sentiment Analysis Performance on Persian Language
Amal17/absa-playground
ABSA Playground, Aspect Base Sentiment Analysis
arthurdjn/targeted-sentiment-analysis
Targeted Sentiment Analysis (TSA) on a fine grained dataset: NoReCfine.
Nadav-Nesher/entity_aspect_analysis
Aspect Based Sentiment Analysis (ABSA) of Customer Reviews
phanxuanphucnd/RF-MRC
Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension
Sampreeth-sarma/T5-ABSA-Summarization
Experimental Code and Data for the paper "Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis"
ansonmiu0214/aspect-based-sentiment-analysis
A solution for parsing sentiment insights from news documents for the GSAM Team.
HuynhXuanLam-IT44/VLSP-2018-ABSA
Multi-task Aspect Category Sentiment Analysis for Vietnamese reviews
NuzulFirdaly/Greenr
Sustainable alternative to e-commerce
Plan-T42/Cross-Corporal-Multi-Task-Learning-for-ABSA
Natural language processing with BERT for social computing: cross-corporal multi-task learning for aspect-based sentiment analysis
tweetpie/masked-absa
Masking The Bias : From Echo Chambers to Large Scale Aspect-Based Sentiment Analysis
CatYu98/MIN2021
[ACL2021] Code for the paper "Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis" in Findings of ACL2021
mferri17/amazon-reviews-sentiment-network-analysis
Python Sentiment Analysis on Amazon Reviews with NLP, Machine Learning prediction models and ABSA. Basic Network Analysis and some experiments with Collaborative Filtering.
Nana2929/RobertaABSA
Clone and revise based on https://github.com/ROGERDJQ/RoBERTaABSA
NoisyStudents/NoisyABSA
Domain generalization on Aspect Based Sentiment Analysis (ABSA) task via utilizing noisy student architecture.
olha-kaminska/frnn_absa
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)
VMD7/absa
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 70% accuracy.
alekseyl1992/absa
Aspect Based Sentiment Analysis
alfagama/ABSA_GR
Aspect-Based Sentiment Analysis in Greek Data
amandalim857/hotel_reviews_absa
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.
azaismarc/cat-aspect-extraction
Aspect extraction based on word embeddings
hardik88t/ABSA-python
aspect-based sentiment analysis using syntactic parsing in python
Koukotsukan/Aspect_based_Sentiment_Analysis_to_Get_Insights_into_Online_Shopping_Experience_The_Case_of_Alibaba
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.
parthsbansal/reddit_sentiment
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.
ValdrDarmir/Evaluating-E2E-Aspect-Based-Sentiment-Analysis-Methods-A-Comparative-Study-in-the-German-Language
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.
AbhinavS99/Sentiment-Analysis-Using-Interactive-Attention-Networks
Interactive Attention based model is prepared to analyze the sentiments of a sentence. The dataset used is the ABSA dataset
dalion619/e-statement-brute-force-dotnetcore
.NET Core library for accessing eStatements protected with South African identity numbers by brute force.
entelecheia/hyfi-absa
A Python package developed as a plugin for the Hydra Fast Interface (HyFI).
kapitsa2811/ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。