sentiment-classification | Topic

Topic: "sentiment-classification"

yinchuandong/sentiment-analysis

An end-to-end sentiment analysis library, including TextCNN, BERT, Docker, React.js, etc.

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KwokHing/SentimentAnalysis-Python-Demo

Submission of an in-class NLP sentiment analysis competition held at Microsoft AI Singapore group. This submission entry explores the performance of both lexicon & machine-learning based models

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AFAgarap/ecommerce-reviews-analysis

Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN)

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KhaledAshrafH/ChatGPT-Sentiment-Analysis

This project aims to perform sentiment analysis on tweets related to ChatGPT, a popular language model developed by OpenAI. The dataset used for training and testing consists of 219,293 tweets collected over a month. Each tweet is classified as positive ("good"), negative ("bad"), or ("neutral").

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Brand24-AI/mms_benchmark

The most extensive open massively multilingual corpus of datasets for training sentiment models. The corpus consists of 79 manually selected from over 350 datasets reported in the scientific literature based on strict quality criteria and covers 27 languages.

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levitation-opensource/Manipulative-Expression-Recognition

MER is a software that identifies and highlights manipulative communication in text from human conversations and AI-generated responses. MER benchmarks language models for manipulative expressions, fostering development of transparency and safety in AI. It also supports manipulation victims by detecting manipulative patterns in human communication.

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abhinav-bohra/Emotional-Analysis-Multitasking-Framework

My implementation of the research paper - All-in-One: Emotion, Sentiment and Intensity Prediction using a Multi-task Ensemble Framework

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badripatro/Question-Paraphrases

Size: 516 KB - Last synced at: 28 days ago - Pushed at: almost 6 years ago - Stars: 13 - Forks: 0

Abhishekmamidi123/NLP

This repository contains Sentiment Classification, Word Level Text Generation, Character Level Text Generation and other important codes/notes on NLP. Python and Keras are used for implementation.

Language: Python - Size: 16.3 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 13 - Forks: 5

shunk031/huggingface-datasets_JGLUE

JGLUE: Japanese General Language Understanding Evaluation for huggingface datasets

Language: Python - Size: 464 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 12 - Forks: 3

Larry955/HAN

Implementation of HAN for Sentiment Classification task from paper "Hierarchical Attention Networks for Document Classification"

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iamgroot42/nelec

Repository for our submission to the SemEval EmoContext Competition

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lasobrinho/Sentiment-Analysis-CNN-PTBR

Multilabel Convolutional Neural Network model to analyze and extract sentiments in texts in Brazilian Portuguese language.

Language: Python - Size: 1000 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 12 - Forks: 3

AlexDel/levheimcube

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phosseini/SentiPers

SentiPers: A Sentiment Analysis Corpus for Persian https://arxiv.org/abs/1801.07737

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daiquocnguyen/SAR14

A rating-based sentiment dataset of IMDB movie reviews (WASSA 2014)

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loretoparisi/bert-movie-reviews-sentiment-classifier

Build a Movie Reviews Sentiment Classifier with Google's BERT Language Model

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insidersolutions/weka-mnb-sentiment-analysis-template-project

The template project for three way and five way sentiment classification

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kaveenkumar/Speech_Recognition_and_Emotion_Detection_in_English_and_German

Python project for Speech-to-Text and Sentiment Analysis. Supports English and German language!

Language: Python - Size: 280 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 10 - Forks: 10

dinopuguh/gosentiwordnet

💬 Sentiment analyzer library using SentiWordnet in Go

Language: Go - Size: 10.7 MB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 10 - Forks: 2

shayneobrien/sentiment-classification

Neural sentiment classification of text using the Stanford Sentiment Treebank (SST-2) movie reviews dataset, logistic regression, naive bayes, continuous bag of words, and multiple CNN variants.

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AnthonyMRios/Sentiment-Classification-Example

IPython Notebook for Sentiment Classification

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jamespeilunli/clarity-ai

Depression and anxiety detection on social media with ML - first place in UTD's 2024 AI workshop

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LuluW8071/Text-Sentiment-Analysis

Text Sentiment Analysis with RNNs Models + Additive Attention and Transformers

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elmurod1202/uzbek-sentiment-analysis

Sentiment analysis in Uzbek language and new Datasets of Uzbek App reviews for Sentiment Classification

Language: Python - Size: 1.03 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 4

Robin-WZQ/Text-sentiment-polarity-judgment

基于规则、基于朴素贝叶斯、基于逻辑回归进行文本情感极性分析判断（酒店评论语料）

Language: Python - Size: 37.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 2

Neurotech-HQ/swahili-sentiment-analysis-dataset

Dataset for training Sentiment analysis models

Size: 106 KB - Last synced at: 15 days ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 1

pitmonticone/BertSentimentClassification

BERT Sentiment Classification on the Large Movie Review Dataset.

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I-am-sayantan/public-sentiment-analysis-based-on-twitter-hashtags

This project focuses on sentiment analysis. Social Sentiment analysis is the use of natural language processing (NLP) to analyze social conversations online and determine deeper context as they apply to a topic, brand or theme.

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Ailln/sentiment-analysis

😄😐😠 情感分析（使用 emoji 可视化）

Language: Python - Size: 69.3 KB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 0

andreybicalho/bitcoin-prediction

Deep Learning Applied To Bitcoin Price Prediction.

Language: Python - Size: 386 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 2

moloud1987/ABCDM

This repository contains the code of the following paper: "Basiri, M. E., Nemati, S., Abdar, M., Cambria, E., & Acharya, U. R. (2021). ABCDM: An attention-based bidirectional CNN-RNN deep model for sentiment analysis. Future Generation Computer Systems, 115, 279-294.".

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georgezoto/RNN-LSTM-NLP-Sequence-Models

Sequence Models repository for all projects and programming assignments of Course 5 of 5 of the Deep Learning Specialization offered on Coursera and taught by Andrew Ng, covering topics such as Recurrent Neural Network (RNN), Gated Recurrent Unit (GRU), Long Short Term Memory (LSTM), Natural Language Processing, Word Embeddings and Attention Model.

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rktamplayo/MCFA

[IJCAI2018] Translations as Additional Contexts for Sentence Classification

Language: Python - Size: 7.24 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 9 - Forks: 6

imadhou/multimodal-sentiment-analysis

Multimodal sentiment analysis

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vibhorag101/Fake-News-Detection

Machine Learning and Deep Learning Model using Natural Language Processing to help in detection of the fake news. Used Deep Learning models such as Artificial Neural Network and ML models like SVM and random forest using Python, NLTK Library, Numpy and Sklearn. Can help overcome privacy and cybersecurity challenges

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cshaowang/NetAb

Learning with Noisy Labels for Sentence-level Sentiment Classification

Language: Python - Size: 4.54 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 0

aditeyabaral/lok-sabha-election-twitter-analysis

Twitter Feeds were analysed during the Lok Sabha Elections 2019 to guage the overall popularities of each party and predict the winner based solely on the tweets made by the population. This was made as a part of our Data Science course (UE18CS203) at PES University.

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loretoparisi/bert_text_classifier

Text Classification with BERT

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berksudan/Sentiment-Analysis-on-E-Commerce

Crawled Amazon E-Commerce Website, analyzed & visualized intents of customers. Used: NLP, PyQT4, Python 3, Beautiful Soup 4.

Language: Python - Size: 1.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 7 - Forks: 1

aniass/Sentiment-analysis-reviews

Sentiment analysis of women's clothes reviews by using machine learning algorithms and Neural Networks (LSTM).

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tomalexsmith/Bitcoin-sentiment-analysis

Contains code used for my undergraduate dissertation research project centred around sentiment analysis of the Bitcoin cryptocurrency

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jrothschild33/FudanUniversity-MachineLearning

2020 Spring Fudan University Machine Learning Course HW by prof. Chen Qin. 复旦大学大数据学院2020年春季课程-人工智能与机器学习（DATA620006）

Language: Python - Size: 112 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 6

cleopatra-itn/fair_multimodal_sentiment

Code and Splits for the paper "A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods", In Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding (MMPT ’21), August 21, 2021,Taipei, Taiwan

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raju-shrestha/Sentiment-Analysis-of-Twitter-Data-Using-Logistic-Regression

Sentiment Analysis of Twitter Data Using Logistic Regression

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abhinav-bohra/Stock-Price-Prediction-using-Sentiment-Analysis

Stock Price Movement Prediction using Sentiment Analysis

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carloocchiena/python_seo_automation_pack

Package of Python script useful to automate Search Engine Optimization

Language: Python - Size: 43 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 0

horacioe14/crypto_sentiment_analysis_project

Final project for Ironhack Data Analytics Bootcamp: Compare correlation of the price performance of a cryptocurrency with the sentiment of over 20,000 Tweets deployed on Streamlit web framework.

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trinhdoduyhungss/nk-vector

NK-VECTOR, a powerful Natural Language Processing (NLP) library.

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mtala3t/Identify-the-Sentiments-AV-NLP-Contest

This project is submitted as python implementation in the contest of Analytics Vidhya called "Identify the Sentiments". I enjoyed the joining of this competition and all its process. This submited solution got the rank 118 in the public leaderboard.

Language: Python - Size: 7.61 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 2

rktamplayo/LeTraNets

[ACML2019] Text Length Adaptation in Sentiment Classification

Language: Python - Size: 12.2 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 4

abeermohamed1/Tweets-Sentiment-Analysis

Tweets Sentiment Analysis Project to classify the the polarity of tweets either as ‘Positive’, ‘Negative’, and ‘Neutral' with high accuracy

Language: Python - Size: 1.38 MB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 3

jjwangnlp/PTE2ASC

word embedding resources for sentiment classification

Language: Python - Size: 6.84 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 2

JingChunzhen/adversarial_multitask_learning

sentiment analysis on multi-tasks using adversarial network

Language: Python - Size: 201 KB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 7 - Forks: 2

abhishekdutta/youtube_tag_predictor_sentiment_analysis

We are using YouTube videos to analyze and predict tags associated with each video using Machine Learning techniques and find interesting trends by performing sentiment analysis using Natural Language Processing on the top 10 trending videos in YouTube using title, description and comments.

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jbeno/sentiment

Sentiment analysis of DynaSent and SST reviews using ELECTRA and GPT collaboration

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julian-8897/news_automation

News automation using Google News Python API + sentiment classifier/article summarisation

Language: Python - Size: 24.4 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

intel/document-level-sentiment-analysis

Document Level Sentiment Analysis is an End-to-End deep learning workflow using Hugging Face transformers API to do a "classification" task at document level, to analyze the sentiment of input document containing English sentences or paragraphs.

Language: Python - Size: 239 KB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 3

elhassane/Morocco-covid-19--A-machine-learning-and-multi-agent-system-approach

Morocco Covid-19 data analysis, news headlines scrapping and sentimental analysis using machine learning models in a multi agents system architecture.

Language: Java - Size: 5.44 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

DemetersSon83/Spacy-Affect-Model

A Spacy model for measuring emotional affect.

Language: Python - Size: 6.88 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 2

mmaguero/josa-corpus

Jopara (Guarani-dominant mixed with Spanish) sentiment analysis corpus

Size: 8.79 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 0

LCS2-IIITD/HIT-ACL2021-Codemixed-Representation

This repo contains the source code of HIT: A Hierarchically Fused Deep Attention Network for RobustCode-mixed Language Representation (Accepted in ACL 2021)

Language: Python - Size: 29.2 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 5

dair-iitd/PoolingAnalysis

[EMNLP'20][Findings] Official Repository for the paper "Why and when should you pool? Analyzing Pooling in Recurrent Architectures."

Language: Python - Size: 19.5 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 0

mudasirahmadwani/MoodBook

MoodBook is an emotion dictionary based on the eight basic emotions including fear, anger, sad, joy, disgust, surprise, trust, and anticipation.

Language: Python - Size: 27.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 0

steffan267/Sentiment-Analysis-on-Danish-Social-Media

Annotated sentences to do sentiment analysis with supervised learning in the danish language. The dataset was created specifically to classify sentences to the root comments of political articles on social media.

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mindyng/Springboard-DSCT

academic portfolio (scroll down for Capstone Project presentations)

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nmeripo/Deep-LSTM-Text-Classifier

Text Classification with veritically stacked LSTMs and sibling loss functions using GloVe embeddings (Tensorflow)

Language: Python - Size: 14.6 KB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 6 - Forks: 0

firojalam/LlamaLens

This repository contains the resources, code, and documentation for LlamaLens, a specialized multilingual large language model (LLM) designed to analyze news and social media content effectively. LlamaLens supports multiple languages, including Arabic, English, and Hindi, and is tailored for diverse tasks such as sentiment analysis, misinformation.

Language: Python - Size: 86.9 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 1