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Search results for sentiment classification

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179 search results found

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Course Nlp ⭐ 3,271

A Code-First Introduction to NLP course

Absa Pytorch ⭐ 1,782

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

Twitter Sentiment Analysis ⭐ 1,322

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Senta ⭐ 1,272

Baidu's open-source Sentiment Analysis System.

Nlp Tutorial ⭐ 836

A list of NLP(Natural Language Processing) tutorials

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Awesome Sentiment Analysis ⭐ 513

Repository with all what is necessary for sentiment analysis and related areas

Attention Mechanisms ⭐ 294

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

Neural Sentiment Classification

How To Use Transformers ⭐ 271

Transformers 库快速入门教程

Absapapers ⭐ 268

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

Multimodal Sentiment Analysis ⭐ 205

Attention-based multimodal fusion for sentiment analysis

Banglabert ⭐ 198

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.

Doc Han Att ⭐ 193

Hierarchical Attention Networks for Chinese Sentiment Classification

Sentiment_classifier ⭐ 171

Sentiment Classification using Word Sense Disambiguation

Text Emotion Classification ⭐ 165

Archived - not answering issues

Tensorflow Ml Nlp ⭐ 157

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

Dan Jurafsky Chris Manning Nlp ⭐ 155

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

Your Advanced Twitter stalking tool

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

Twitter Sentiment Cnn ⭐ 133

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

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

Newsmtsc ⭐ 122

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.

Context ⭐ 116

ConText v4: Neural networks for text categorization

Logicnn ⭐ 106

Cnn Yelp Challenge 2016 Sentiment Classification ⭐ 104

IPython Notebook for training a word-level Convolutional Neural Network model for sentiment classification task on Yelp-Challenge-2016 review dataset.

Absa_keras ⭐ 103

Keras Implementation of Aspect based Sentiment Analysis

Cnn Text Classification ⭐ 101

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

Hierarchical Sentiment ⭐ 96

Hierarchical Models for Sentiment Analysis in Pytorch

Treelstmsentiment ⭐ 88

Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

Sentiment ⭐ 85

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

Subjectivity and sentiment classification using polarity lexicons

Aspect_sentiment_classification ⭐ 81

Aspect Based Sentiment Analysis ⭐ 81

A paper list for aspect based sentiment analysis.

Machinelearningwithpython ⭐ 79

Get started with Machine Learning with Python - An introduction with Python programming examples

Twitter Sentiment Analysis Classical Approach Vs Deep Learning ⭐ 70

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.

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

Lstm_sentence_classifier ⭐ 61

LSTM-based Models for Sentence Classification in PyTorch

Bidisentiment ⭐ 60

Two-way deep RNN for sentiment classification.

Bert Sentiment Classification ⭐ 58

Use BERT pre-trained model to do sentiment classification

Hashformers ⭐ 56

Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).

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。

sina weibo capture and sentiment classification

Char Cnn Text Classification Tensorflow ⭐ 52

Simple Convolutional Neural Network (CNN) for sentiment classification of Chinese movie reviews.

aspect-based sentiment classification

AAAI18 paper 《Improving Review Representations with User Attention and Product Attention for Sentiment Classification》

Smp2020 Weibo Sentiment Classification ⭐ 48

SMP 2020年微博情感分类评测任务第六名解决方案

Text Classification Pytorch ⭐ 47

Implementation of papers for text classification task on SST-1/SST-2

Wink Sentiment ⭐ 45

Accurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉

This repository is for the paper "Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension"

Sentiment Analysis 2018 President Election ⭐ 39

Análise de sentimentos relacionados aos candidatos a Eleição para a presidência de 2018

German Sentiment ⭐ 38

A data set and model for german sentiment classification.

Awesome Speech Emotion Recognition ⭐ 36

😎 Awesome lists about Speech Emotion Recognition

Billboard ⭐ 36

🎤 Lyrics/associated NLP data for Billboard's Top 100, 1950-2015.

Douban Dushu Dataset ⭐ 36

A dataset contains 37 million douban dushu comments

Augmented Interpretable Models ⭐ 35

Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.

Quant Reseach ⭐ 35

Augmento sentiment data quickstart and research

Sentilare ⭐ 34

Codes for our paper "SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge" (EMNLP 2020)

Bigdataanalysis_tweetsentiment ⭐ 34

Rnn_sent ⭐ 34

Recurrent neural networks and Dynamic memory networks for sentiment classification

Deep Learning And Paper ⭐ 33

【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、

Fast Dawid Skene ⭐ 33

Code for the algorithms in the paper: Vaibhav B Sinha, Sukrut Rao, Vineeth N Balasubramanian. Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment Classification. KDD WISDOM 2018

Afrisent Semeval 2023 ⭐ 33

AfriSenti-SemEval Shared Task 12: Sentiment Analysis for African languages : https://afrisenti-semeval.github.io/

Hierarchicalattentionnetworks ⭐ 31

Hierarchical Attention Networks for Document Classification in Keras

Sentiment Analysis ⭐ 31

Twitter Sentiment Analysis

German Sentiment Lib ⭐ 30

An easy to use python package for deep learning-based german sentiment classification.

Senti4sd ⭐ 29

An emotion-polarity classifier specifically trained on developers' communication channels

Sentiment_classify ⭐ 28

基于keras的评论文本情感分类

NTUEE Machine Learning, 2017 Spring

Phobert Sentiment Classification ⭐ 28

Sentiment classification for Vietnamese text using PhoBert

Stockerbot ⭐ 28

Twitter Bot to follow financial trends in publicly traded companies

Ncov_sentiment ⭐ 28

疫情期间网民情绪识别比赛baseline，使用BERT进行端到端的fine-tuning，dataf

Logic Rules Sentiment ⭐ 25

Code and dataset for our EMNLP 2018 paper "Revisiting the Importance of Logic Rules in Sentiment Classification".

Browser Sentiment Classification ⭐ 24

Sentiment Classification in the browser using TensorFlow.js

Nsmc Zeppelin Notebook ⭐ 24

Movie review dataset Word2Vec & sentiment classification Zeppelin notebook

Tensorflow Sentiment Analysis On Amazon Reviews Data ⭐ 23

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

Arabic Sentiment Analysis ⭐ 23

Sentiment Analysis in Arabic tweets

Dv Ngram ⭐ 23

code for iclr workshop paper "Learning Document Embedding by Predicting N-grams for Sentiment Classification of Long Movie Reviews"

Sentimentanalysis ⭐ 22

Sentiment Analysis: Deep Bi-LSTM+attention model

Fintwit Bot ⭐ 22

A Discord bot to keep track of your favorite financial influencers on Twitter

Scrapeadvisor ⭐ 22

A user-friendly python-based GUI which provides sentiment analysis of users' reviews toward a specific TripAdvisor facility

Sentiment Analysis Amazon Products Reviews ⭐ 20

NLP with NLTK for Sentiment analysis amazon Products Reviews

Bert Sentiment ⭐ 20

Fine-grained Sentiment Classification Using BERT

Dataset Sentimen Analisis Bahasa Indonesia ⭐ 18

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.

Domain Attention ⭐ 17

codes for paper "Domain Attention Model for Multi-Domain Sentiment Classification"

Brand Sentiment Analysis ⭐ 17

Scripts utilizing Heartex platform to build brand sentiment analysis from the news

Naijasenti ⭐ 17

This is a repository for NaijaSenti. A Lacuna Funded Project for the development of sentiment corpus for four Nigerian languages: Igbo, Hausa, Yoruba and Pidgin.

Code for the COLING 2018 paper "Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings"

Keras With Google Cloud Ml Engine ⭐ 16

Build A Chinese Movie Sentiment Classifier with Keras and Google Cloud ML Engine

Analyzing Reddit Sentiment With Aws ⭐ 16

Learn how to use Kinesis Firehose, AWS Glue, S3, and Amazon Athena by streaming and analyzing reddit comments in realtime. 100-200 level tutorial.

code for "Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification"

Automated NLP sentiment predictions- batteries included, or use your own data

[ACL2018] Cold-Start Aware User and Product Attention for Sentiment Classification

Implementation of Structural Correspondence Learning

Sentiment analysis and emotion classification for Italian using BERT (fine-tuning). Published at the WASSA workshop (EACL2021).

Text_tone_analyzer ⭐ 14

Система, анализирующая тональность текстов и высказываний.

Mms_benchmark ⭐ 14

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.

Keras Lstm Sentiment Classification ⭐ 14

Using Deep Learning Neural Networks to classify reviews of movie dataset to Positive and Negative Sentiment

Bert Aad ⭐ 13

Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation

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