sentiment-classification

There are 17 repositories under sentiment-classification topic.

bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch sentiment-analysis tutorial rnn lstm fasttext torchtext sentiment-classification cnn cnn-text-classification lstm-sentiment-analysis pytorch-tutorial pytorch-tutorials pytorch-nlp nlp natural-language-processing recurrent-neural-networks word-embeddings transformers bert
Language:Jupyter Notebook 4542
songyouwei / ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
sentiment-analysis aspect-based-sentiment-analysis bert attention natural-language-processing nlp sentiment-classification
Language:Python 2088
baidu / Senta
Baidu's open-source Sentiment Analysis System.
natural-language-processing sentiment-analysis sentiment-classification paddlepaddle aspect-level-sentiment opinion-target-extraction
Language:Python 1983
jsksxs360 / How-to-use-Transformers
Transformers 库快速入门教程
bert classification natural-language-processing ner nlp prompt pytorch qa sentiment-classification summarization transformer transformers translation
Language:Python 1657
abdulfatir / twitter-sentiment-analysis
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
machine-learning deeplearning sentiment-analysis sentiment-classification cnn keras python lstm
Language:Python 1627
lyeoni / nlp-tutorial
A list of NLP(Natural Language Processing) tutorials
nlp natural-language-processing nlp-tutorial neural-machine-translation text-classification sentiment-classification
Language:Jupyter Notebook 1380
prakashpandey9 / Text-Classification-Pytorch
Text classification using deep learning models in Pytorch
pytorch text-classification sentiment-classification lstm-model attention-model self-attention rnn-model glove
Language:Python 815
laugustyniak / awesome-sentiment-analysis
Repository with all what is necessary for sentiment analysis and related areas
sentiment-analysis opinion-mining nlp nlp-machine-learning text-mining text-analysis lexicon sentiment-classification sentiment-lexcions sentiment-polarity sentiment-classifier
539
uzaymacar / attention-mechanisms
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
attention-mechanism natural-language-processing natural-language-understanding recurrent-neural-networks sequence-to-sequence-models many-to-many many-to-one sentiment-classification text-generation language-model machine-translation tensorflow keras keras-layer
Language:Python 356
soujanyaporia / multimodal-sentiment-analysis
Attention-based multimodal fusion for sentiment analysis
attention attention-mechanism conversational-agents dialogue-systems lstm multimodality natural-language-processing sentiment-analysis sentiment-classification tensorflow
Language:Python 347
csebuetnlp / banglabert
This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022.
bangla-nlp bangla-language-processing bangla-natural-language-processing sentiment-classification document-classification emotion-classification named-entity-recognition natural-language-inference textual-entailment bert bert-fine-tuning xlm-roberta mbert bengali-nlp bengali-language-processing bengali-natural-language-processing banglabert multilingual-models
Language:Python 241
NLP-kr / tensorflow-ml-nlp
텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)
nlp tensorflow sklearn chatbot sentiment-classification similarity pandas numpy korean-nlp korean-text-processing korean-tokenizer nltk konlpy transformer seq2seq malstm logistic-regression xgboost random-forest dssm
Language:Jupyter Notebook 200
tlkh / text-emotion-classification
Archived - not answering issues
deep-neural-networks keras nlp sentiment-classification
Language:Jupyter Notebook 200
clairett / pytorch-sentiment-classification
LSTM and CNN sentiment analysis
pytorch lstm classification sentiment sentiment-classification cnn-sentiment-analysis lstm-sentiment-analysis
Language:Python 169
Anwarvic / Dan-Jurafsky--Chris-Manning--NLP
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
autocorrector autocorrection regular-expression regular-expressions sentiment-analysis sentiment-classification ner named-entity-recognition parsing parser cky-parser cky-algorithm cky information-retrieval information-extraction question-answering nlp nlp-machine-learning text-classification text-processing
Language:Java 164
danielegrattarola / twitter-sentiment-cnn
An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.
deep-learning nlp python sentiment-classification tensorflow twitter
Language:Python 156
AlexYangLi / ABSA_Keras
Keras Implementation of Aspect based Sentiment Analysis
absa sentiment-analysis sentiment-classification attention td-lstm atae memnet ian ram cabasc attention-mechanism elmo
Language:Python 151
fhamborg / NewsMTSC
Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.
news-articles dataset tsc cuda pytorch deep-learning text-classification sentiment-analysis sentiment-classification
Language:Python 150
umitkaanusta / TIA
Your Advanced Twitter stalking tool
twitter twitter-api sentiment-analysis sentiment-classification text-classification nlp machine-learning osint social-media social-media-analysis social-media-mining text-classifier twint
Language:Jupyter Notebook 150
1429904852 / Aspect-Based-Sentiment-Analysis
A paper list for aspect based sentiment analysis.
aspect-based-sentiment-analysis natural-language-processing sentiment-analysis absa multi-aspect-sentiment-analysis nlp sentiment-classification
136
hellonlp / sentiment_analysis_dict
sentiment analysis、情感分析、文本分类、基于字典、python、classification
sentiment-analysis sentiment-classification dictionary
Language:Python 130
DavionWu2018 / Sentiment_dictionary
[数据+代码] 经典的中文情感词典、情感分析停用词、程度副词、否定词表+中文金融情感词典（包括上市公司文本_正式和股吧社媒文本_非正式）...
chinese-dictionary jupyter python3 sentiment-classification
Language:Jupyter Notebook 129
riejohnson / ConText
ConText v4: Neural networks for text categorization
text-categorization text-classification neural-network gpu convolutional-neural-networks lstm deep-learning dpcnn sentiment-classification sentiment-analysis
Language:C++ 122
rizalespe / Dataset-Sentimen-Analisis-Bahasa-Indonesia
Repositori ini merupakan kumpulan dataset terkait analisis sentimen Berbahasa Indonesia. Apabila Anda menggunakan dataset-dataset yang ada pada repositori ini untuk penelitian, maka cantumkanlah/kutiplah jurnal artikel terkait dataset tersebut. Dataset yang tersedia telah diimplementasikan dalam beberapa penelitian dan hasilnya telah dipublikasikan pada artikel/paper ilmiah.
sentiment-analysis sentiment-classification nlp datasets indonesian-language bahasa-indonesia
121
cmasch / cnn-text-classification
Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0
cnn yelp-dataset imdb-dataset sentiment-classification keras tensorflow text-classification multiclass-classification binary-classification deep-learning nlp imdb convolutional-neural-networks
Language:Jupyter Notebook 118
RubixML / Sentiment
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
sentiment-analysis sentiment-classification neural-network natural-language-processing machine-learning text-classification deep-learning tf-idf tutorial example-project imdb dataset text-sentiment gradient-descent backpropagation php machine-learning-tutorial multi-layer-perceptron php-ml php-machine-learning
Language:PHP 114
ttpro1995 / TreeLSTMSentiment
Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
sentiment-classification pytorch python treelstm
Language:Python 113
haoopeng / CNN-yelp-challenge-2016-sentiment-classification
IPython Notebook for training a word-level Convolutional Neural Network model for sentiment classification task on Yelp-Challenge-2016 review dataset.
artificial-intelligence cnn-model deep-learning sentiment-classification
Language:Jupyter Notebook 111
SoulDGXu / Sentiment-Analysis-Chinese-pytorch
中文的情感分析任务：基于Bi-LSTM+Attention模型，对2万条中文影评数据进行情感分类。Chinese sentiment analysis task: Based on the Bi-LSTM+Attention model, sentiment classification is performed on 20,000 Chinese film review data.
nlp sentiment-classification sentiment-analysis lstm
Language:Python 104
JosephAssaker / Twitter-Sentiment-Analysis-Classical-Approach-VS-Deep-Learning
This project's aim, is to explore the world of Natural Language Processing (NLP) by building what is known as a Sentiment Analysis Model. We will be implementing and comparing both a Naïve Bayes and a Deep Learning LSTM model.
nlp python sentiment-analysis sentiment-classification natural-language-processing lstm deep-learning
Language:Jupyter Notebook 102
StephanAkkerman / fintwit-bot
FinTwit-Bot is a Discord bot designed to track and analyze financial markets by pulling data from platforms like Twitter, Reddit, and Binance. It features customizable tools for sentiment analysis, market trends, and portfolio tracking to help traders stay informed and make data-driven decisions.
discord-bot twitter twitter-sentiment-analysis cryptocurrency forex stocks binance ccxt crypto cryptocurrency-prices financial-analysis options stocktwits tradingview nft sentiment-analysis sentiment-classification coingecko discord reddit
Language:Python 97
abikaki / awesome-speech-emotion-recognition
😎 Awesome lists about Speech Emotion Recognition
speech-emotion-recognition speech-emotion-classification affective-computing artificial-intelligence awesome awesome-list human-computer-interaction deep-learning emotion machine-learning speech-processing deep-neural-networks emotion-detection emotion-recognition multimodal-emotion-recognition multimodal-sentiment-analysis sentiment-classification emotional-speech expressive-speech-synthesis
96
dwallach1 / StockerBot
Twitter Bot to follow financial trends in publicly traded companies
bots twitter-api financial-analysis financial-data sentiment-classification
Language:JavaScript 93
lihanghang / Deep-learning-And-Paper
【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等
ai deep-learning papers book meachinelearning speech-recognition sentiment-classification speaker-verification speech-to-text automl
Language:Jupyter Notebook 92
shibing624 / pysenti
Chinese Sentiment Classification Tool. 情感极性分类，基于知网、清华、BosonNLP情感词典，易扩展，基准方法，开箱即用。
nlp sentiment-classification
Language:Python 92
kevinschaich / billboard
🎤 Lyrics/associated NLP data for Billboard's Top 100, 1950-2015.
nlp nlp-parsing nltk nltk-python lyrics billboard billboards-hot-100 billboard100 billboard-charts visualization d3 d3js d3-visualization sentiment sentiment-analysis sentiment-classification data-visualization data-visualization-project html javascript
Language:JavaScript 85

sentiment-classification

bentrevett / pytorch-sentiment-analysis

songyouwei / ABSA-PyTorch

baidu / Senta

jsksxs360 / How-to-use-Transformers

abdulfatir / twitter-sentiment-analysis

lyeoni / nlp-tutorial

prakashpandey9 / Text-Classification-Pytorch

laugustyniak / awesome-sentiment-analysis

uzaymacar / attention-mechanisms

soujanyaporia / multimodal-sentiment-analysis

csebuetnlp / banglabert

NLP-kr / tensorflow-ml-nlp

tlkh / text-emotion-classification

clairett / pytorch-sentiment-classification

Anwarvic / Dan-Jurafsky--Chris-Manning--NLP

danielegrattarola / twitter-sentiment-cnn

AlexYangLi / ABSA_Keras

fhamborg / NewsMTSC

umitkaanusta / TIA

1429904852 / Aspect-Based-Sentiment-Analysis

hellonlp / sentiment_analysis_dict

DavionWu2018 / Sentiment_dictionary

riejohnson / ConText

rizalespe / Dataset-Sentimen-Analisis-Bahasa-Indonesia

cmasch / cnn-text-classification

RubixML / Sentiment

ttpro1995 / TreeLSTMSentiment

haoopeng / CNN-yelp-challenge-2016-sentiment-classification

SoulDGXu / Sentiment-Analysis-Chinese-pytorch

JosephAssaker / Twitter-Sentiment-Analysis-Classical-Approach-VS-Deep-Learning

StephanAkkerman / fintwit-bot

abikaki / awesome-speech-emotion-recognition

dwallach1 / StockerBot

lihanghang / Deep-learning-And-Paper

shibing624 / pysenti

kevinschaich / billboard