wiqilee/absa-plsa-tficf-lstm

A complete multi-aspect ABSA (Aspect-Based Sentiment Analysis) system combining PLSA topic modeling, TF-ICF aspect expansion, AC3 semantic similarity mapping, and GloVe-LSTM sentiment classification. Includes a full Streamlit application for analysis, training, and multi-aspect inference.

Language: Python - Size: 640 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

harshpal-coder/Sentiment-Analysis-BERT

🔍 Analyze tweet sentiments using BERT for accurate classification into negative, neutral, or positive categories with a comprehensive and modular approach.

Language: Python - Size: 1.78 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

dukeblue1994-glitch/cxi-demo

Operational Feedback Intelligence Enhancement

Language: TypeScript - Size: 44.8 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

franciellevargas/SentiAspect-PT

The SentiAspect-pt comprises 180 product reviews annotated according to implicit and explicit fine-grained opinions, which were hierarchically organized for aspect-based sentiment analysis and opinion summarization applications.

Size: 1.49 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 5 - Forks: 2

yangheng95/PyABSA

Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;

Language: Jupyter Notebook - Size: 36.9 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1,069 - Forks: 171

declare-lab/awesome-sentiment-analysis

Reading list for Awesome Sentiment Analysis papers

Size: 3.47 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 531 - Forks: 95

ZhengZixiang/ABSAPapers

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

Size: 33.2 KB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 363 - Forks: 62

oaimli/ModularMetaReview

[ACL 2025 Findings] Decomposed Opinion Summarization with Verified Aspect-Aware Modules

Language: Python - Size: 25.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

yangheng95/LCF-ATEPC

codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction

Language: Python - Size: 2.43 MB - Last synced at: 29 days ago - Pushed at: over 3 years ago - Stars: 200 - Forks: 44

ds4v/absa-vlsp-2018

End-to-end Multi-task Solutions for Aspect Category Sentiment Analysis (ACSA) on Vietnamese reviews, using PhoBERT as pretrained model

Language: Jupyter Notebook - Size: 30.8 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 28 - Forks: 8

wayfair-incubator/extra-model

Code to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.

Language: HTML - Size: 80.6 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 54 - Forks: 11

ScalaConsultants/Aspect-Based-Sentiment-Analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

Language: Python - Size: 1.8 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 571 - Forks: 91

omurkoc/enhanced-sentiment-analysis

A unique sentiment analysis model on IMDB reviews with custom negation handling. Instead of generic preprocessing, it smartly tags words after negators like "not" (e.g., "not good" → "not_good"), preserving sentiment context. Comparison of models with and without this logic shows improved accuracy and real-world reliability.

Language: Python - Size: 9.77 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

HvKLeon/text-classification-sentiment-analysis

Text classification of Amazon product reviews as positive or negative

Size: 1.95 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

anj0la/marsa

MARSA (Multiple-Aspect Rule-Based Sentiment Analyzer) is a lightweight assistant for aspect-sentiment pair extraction.

Language: Python - Size: 424 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

xndien2004/ViGSA

ViGSA: A Multi-Task Aspect-Based Sentiment Analysis Model with Auxiliary Embedding and Global Sentiment Integration for Vietnamese Restaurant Reviews

Language: Python - Size: 72.3 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 0

lixin4ever/HAST

Aspect Term Extraction with History Attention and Selective Transformation (IJCAI 2018)

Language: Python - Size: 1.28 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 53 - Forks: 10

lamfay/sentiment-analysis-deep-learning

Analyze disaster-related tweets using deep learning techniques like LSTM, BERT, and RoBERTa. Explore models and results in this GitHub repository. 🐙📊

Language: Jupyter Notebook - Size: 206 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

NUSTM/ChatGPT-Sentiment-Evaluation

Can ChatGPT really understand the opinions, sentiments, and emotions contained in the text? We provide a preliminary evaluation.

Language: Python - Size: 6.7 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 52 - Forks: 5

madhur02/Aspect-Opinion-Mining

Aspect and opinion mining on a financial dataset using deep learning and NLP-based sentiment analysis techniques.

Size: 20.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

kschust/GermanHospitalABSA

Aspect-Based Sentiment Analysis of German Hospital Reviews

Language: Jupyter Notebook - Size: 6.52 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Bartva1/CD-ABSC-with-LLMs

Code for the paper: "Improving Cross-Domain Aspect-Based Sentiment Classification with Large Language Models and Domain-Invariant Transformations"

Language: Python - Size: 25.3 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Reflex-Angle/TrustCheck

The primary objective of our project is to assess the legitimacy of the product descriptions posted on e-commerce websites such as Amazon by comparing them with an overall aggregate of actual customer reviews in an aspect-based fashion.

Language: JavaScript - Size: 18 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

dp-ops/ABSA

Aspect Based Sentiment Analysis using greek review dataset scrapped from Skroutz

Language: Python - Size: 103 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

songyouwei/ABSA-PyTorch

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

Language: Python - Size: 3.71 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 2,069 - Forks: 528

hiyouga/PBAN-PyTorch

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.

Language: Python - Size: 1.29 MB - Last synced at: 2 months ago - Pushed at: about 6 years ago - Stars: 36 - Forks: 23

hiyouga/RepWalk

Code and dataset for our paper "Replicate, Walk, and Stop on Syntax: an Effective Neural Network Model for Aspect-Level Sentiment Classification", AAAI2020

Language: Python - Size: 5.66 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 6

surabhiwaingankar/NeutralABSA

Enhancing Neutral Sentiment Classification in Aspect-Based Sentiment Analysis (ABSA)

Language: Jupyter Notebook - Size: 1.55 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

lixin4ever/BERT-E2E-ABSA

[EMNLP 2019 Workshop] Exploiting BERT for End-to-End Aspect-based Sentiment Analysis

Language: Python - Size: 1.58 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 402 - Forks: 89

shobhitraj1/CSE556-Natural-Language-Processing

This repository contains my coursework (assignments & semester exams) for the Natural Language Processing course at IIIT Delhi in Winter 2025.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Tejes123/ABSA-for-Product-Reviews

An initial approach of leveraging Aspect based analysis for product reviews with the help of GenAI.

Language: HTML - Size: 26.4 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

NUSTM/FS-ABSA

Srouce code for SIGIR 2023 paper

Language: Python - Size: 938 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 1

AnujSinghML/Aspect-Based-Sentiment-Analysis-ABSA-

This repository shows the implementation of a BERT based model which is trained to do aspect based sentiment analysis. The predictor- toolkit uses the best trained model to predict sentiment of user provided inputs.

Language: Python - Size: 147 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 12 - Forks: 0

lixin4ever/E2E-TBSA

[AAAI 2019] A Unified Model for Opinion Target Extraction and Target Sentiment Prediction

Language: Python - Size: 2.21 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 272 - Forks: 59

jiangqn/Aspect-Based-Sentiment-Analysis

A paper list for aspect based sentiment analysis.

Size: 76.2 KB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 457 - Forks: 82

DAMO-NLP-SG/BGCA

[ACL 2023] Code and Data for "Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis"

Language: Python - Size: 1.91 MB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 4

Hanhlevna/Manhos

This package aims to provide a platform for assessment of hotel online reviews. Datasets were collected from TripAdvisor and Booking.

Language: Python - Size: 7.81 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

BigHeartC/Al_challenger_2018_sentiment_analysis

AI Challenger 2018 细粒度用户评论情感分析，排名17th，基于Aspect Level 思路的解决方案

Language: Python - Size: 76.2 KB - Last synced at: 6 months ago - Pushed at: about 7 years ago - Stars: 328 - Forks: 83

AishwaryaSubash/backend_absa

Unveil Customer Insights: Sentiment Analysis Reimagined

Language: TypeScript - Size: 284 KB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

prachi-77/hotel_review_sentiment_analysis

Sentiment Analysis of Hotel Reviews using Transformers in Python

Language: Jupyter Notebook - Size: 109 KB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

EliasK93/debertav3-for-aspect-based-sentiment-analysis

Application for training the pretrained transformer model DeBERTaV3 on an Aspect Based Sentiment Analysis task

Language: Python - Size: 1.46 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 4 - Forks: 1

tweetpie/stance-directed-humanizing-ai

Towards a Programmable Humanizing AI through Scalable Stance-Directed Architecture

Size: 8.52 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

soujanyaporia/aspect-extraction

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

Language: Python - Size: 319 KB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 158 - Forks: 38

manai008/sentiment-analysis

A real-time sentiment analysis platform leveraging deep learning and NLP techniques to classify text into multiple sentiment categories.

Size: 1000 Bytes - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

KomeijiForce/MetaIE

This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.

Language: Python - Size: 617 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 25 - Forks: 2

sueszli/amazeballs

amazon review nlp analytics

Language: Jupyter Notebook - Size: 32.8 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 2

stardust-88/Aspect_Based_Sentiment_Extraction

This project deals with a simplified version of a more general problem of Aspect Based Sentiment Analysis.

Language: Jupyter Notebook - Size: 431 KB - Last synced at: 10 months ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 1

tweetpie/masked-absa

Masking The Bias : From Echo Chambers to Large Scale Aspect-Based Sentiment Analysis

Size: 1.94 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

declare-lab/ASTE-RL

This repository contains the source codes for the paper: "Aspect Sentiment Triplet Extraction using Reinforcement Learning" published at CIKM 2021.

Language: Python - Size: 39.1 KB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 3

lixin4ever/TNet

Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)

Size: 582 KB - Last synced at: 30 days ago - Pushed at: over 7 years ago - Stars: 140 - Forks: 31

bagusperdanay7/ABSA-With-BILSTM-Undergraduate-Thesis

My undergraduate thesis program, Aspect-Based Sentiment Analysis Towards Matket Place Application Review Using Bidirectional Long Short-Term Memory used Python, Keras and Tensorflow

Language: Jupyter Notebook - Size: 4.43 MB - Last synced at: 8 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

hsqmlzno1/Transferable-E2E-ABSA

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)

Language: Python - Size: 1.38 MB - Last synced at: 5 months ago - Pushed at: about 6 years ago - Stars: 64 - Forks: 13

SenticNet/IARM

IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018

Language: Python - Size: 1.42 MB - Last synced at: 8 months ago - Pushed at: almost 7 years ago - Stars: 48 - Forks: 18

BDBC-KG-NLP/Covolution_over_Dependency_Tree_EMNLP2019

Here is the code for the paper ``Aspect-Level Sentiment Analysis via Convolution over Dependency Tree'' accepted by EMNLP2019.

Language: Python - Size: 25.7 MB - Last synced at: 7 months ago - Pushed at: about 4 years ago - Stars: 20 - Forks: 5

Raghu150999/UnsupervisedABSA

A BERT based three-step mixed semi-supervised model, which jointly detects aspect and sentiment in a given review sentence.

Language: Python - Size: 9.57 MB - Last synced at: 22 days ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 3

plnrlstt/ABSA_ChatGPT

This is the repository for the group project of the lecture Formal Semantics 2023/24 at the Computational Linguistics Faculty of Heidelberg University.

Language: Python - Size: 1.77 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

goodbai-nlp/RGAT-ABSA

Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network" in TASLP

Language: Python - Size: 60.4 MB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 55 - Forks: 13

frankaging/Quasi-Attention-ABSA

The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)

Language: Python - Size: 1.18 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 46 - Forks: 12

Voltzz9/GoodReviews

Stellenbosch University Data Science 346 Project, see Summary.pdf for more details

Language: HTML - Size: 19.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Animesh-Chourey/Word_Representation-Text_Classification-and-Machine_Translation

Neural Network and NLP project

Language: Jupyter Notebook - Size: 6.5 MB - Last synced at: 9 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

karthie2002/absa_frontend

Unveil Customer Insights: Sentiment Analysis Reimagined

Language: TypeScript - Size: 2.32 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ethantee/SkinFusion

Hybrid Skincare Product Recommendation System

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

scagiu99/Explain-you-opinion

Project for the University Master Degree Course of Information Retrieval

Language: Jupyter Notebook - Size: 6.03 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

franciellevargas/OPCovidBR

Fine-grained opinion identification and polarity classification of Covid-19 tweets in Portuguese.

Language: Python - Size: 3.41 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

franciellevargas/OpCluster-PT

An automatic opinion implicit and explicit aspect identification and clustering tool for aspect-based opinion mining / sentiment analysis applications. Opcluster-PT also allows the customization for other languages, being minimally necessary a lexical language resource as such as WordNet, deverbal, foreign, diminutive and enhancing Lexicon. OpCluster-PT is currently customized for Brazilian Portuguese.

Language: Python - Size: 5.39 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

1429904852/Aspect-Based-Sentiment-Analysis

A paper list for aspect based sentiment analysis.

Size: 612 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 123 - Forks: 21

janecww/bt5151_group2_amazon-food-reviews

The main objective of sentiment analysis is the use of natural language processing (NLP) techniques to gain insights from the sentiments of customer reviews, in this case from the fine food products listed on Amazon.

Language: Jupyter Notebook - Size: 9.75 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Sampreeth-sarma/ABSA-Datasets-Info

Has a list of all the publicly available datasets for Aspect-based Sentiment Analysis along with the matching subtasks for each.

Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

minhngt62/nlp-vabsa

A collaborative research on Vietnamese Aspect-based Sentiment Analysis

Language: Jupyter Notebook - Size: 19.7 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

abhinavg97/Learnable_DropEdge

Multilabel Aspect Prediction using Graph Convolutional Networks

Language: Python - Size: 258 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 1

artemisart/pytorch-bert-absa 📦

Aspect-based sentiment analysis with BERT

Language: Jupyter Notebook - Size: 327 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 0

Risdorn/Aspect-Based-Sentiment-Analysis

Aspect Based Sentiment Analysis utilized Dependancy Parsing and prebuilt Sentiment Intensity Analyzer model from nltk to predict sentiment for different reviews. This helps in identfying what part of the review is positive and what part is negative. The data used is a Car Reviews Dataset.

Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

saiteki-kai/amazon-reviews

Aspect-based sentiment analysis on Amazon reviews

Language: Jupyter Notebook - Size: 68.8 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

icezimmer/HLTproject

Target-aspect-sentiment joint detection for SE-ABSA15 competition.

Language: Jupyter Notebook - Size: 5.9 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

misha345a/E-commerce_Reviews_Classifier

Text augmentation, deep learning, and aspect-based sentiment analysis.

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 6

ronaldseoh/atsc_prompts

Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"

Language: Jupyter Notebook - Size: 103 MB - Last synced at: 8 months ago - Pushed at: about 4 years ago - Stars: 36 - Forks: 4

mk314k/Sentimint

Google PM Hackathon 2024 Finalist Project

Language: JavaScript - Size: 9.29 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

dstushi/youtube-brand-perception-analysis

Analysing Brand Perception from Youtube Comments

Language: Jupyter Notebook - Size: 1.85 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

manas2mail/dfg

Language: HTML - Size: 6.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

clips/cat

cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"

Language: Python - Size: 42 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 70 - Forks: 15

xuuuluuu/Position-Aware-Tagging-for-ASTE

Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.

Language: Python - Size: 974 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 79 - Forks: 17

AIKU-Official/ABSA

AIKU 2023-Summer Project: Aspect Based Sentimental Analysis (ABSA)

Language: Jupyter Notebook - Size: 5.29 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

hsqmlzno1/MGAN

Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)

Size: 13 MB - Last synced at: 5 months ago - Pushed at: about 6 years ago - Stars: 44 - Forks: 11

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.

Language: HTML - Size: 1.59 GB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

kevinscaria/InstructABSA

Instructional learning for Aspect Based Sentiment Analysis

Language: Jupyter Notebook - Size: 1.61 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 96 - Forks: 16

annabelleluo/NLP-aspect-based-sentiment-classification

Implement a classifier that predicts opinion polarities (positive, negative or neutral) for given aspect terms in sentences.

Language: Python - Size: 105 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ruidan/Aspect-level-sentiment

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

Language: Python - Size: 26.5 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 148 - Forks: 32

davidsbatista/Aspect-Based-Sentiment-Analysis

Aspect-Based Sentiment Analysis Experiments

Language: Python - Size: 3.47 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 132 - Forks: 61

howardhsu/ABSA-on-Complementary-Entity-for-QA-and-Review

Complementary Entity Recognition

Size: 4.88 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 1

mukul54/inter-iit-bridgei2i

Automated Headline generation and Aspect Based Sentiment Analysis

Language: Jupyter Notebook - Size: 46.8 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 6

lucabarbaglia/FiGASR

Lexicon-based Sentiment Analysis for Economic and Financial Applications in R

Language: Python - Size: 29.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 6

Jonayb/SADCWEB-SOBA

Sentiment-Aware Deep Contextual Word Embeddings-Based Semi-Automatic Ontology Building for Aspect-Based Sentiment Classification

Language: Jupyter Notebook - Size: 29.1 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

ceo21ckim/BERT-E2E-ABSA-Pytorch

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (EMNLP'19)

Language: Python - Size: 11.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

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.

Language: Jupyter Notebook - Size: 2.78 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

xuuuluuu/SemEval-Triplet-data

Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.

Size: 920 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 143 - Forks: 20

Sampreeth-sarma/T5-ABSA-Summarization

Experimental Code and Data for the paper "Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis"

Language: Python - Size: 4.19 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

rktamplayo/MicroASM

[ICDM2017] Aspect Sentiment Model for Micro Reviews

Language: Java - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 8 - Forks: 4

NLPWM-WHU/TransCap

Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556

Language: Python - Size: 134 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 43 - Forks: 18

fblascogarma/feature_based_sentiment_analysis

Advanced technique to analyze customer feedback using NLP and ML models in Python. This analysis tells you which features people are talking about the most and if the sentiment towards each feature is positive or negative. It is a powerful tool for people working in Product, Marketing, or who are entrepreneurs.

Language: Python - Size: 2.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 4

CCChenhao997/Fine-grained-Sentiment-Analysis

A simple summary of fine-grained sentiment analysis

Size: 8.52 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 11 - Forks: 1