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23 search results found

Twitter Sentiment Analysis ⭐ 1,322

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

Neural Sentiment Classification

Twitter Sentiment Cnn ⭐ 133

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

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.

Cnn Text Classification ⭐ 101

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

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.

Douban Dushu Dataset ⭐ 36

A dataset contains 37 million douban dushu comments

Sentilare ⭐ 34

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

Afrisent Semeval 2023 ⭐ 33

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

Logic Rules Sentiment ⭐ 25

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

Arabic Sentiment Analysis ⭐ 23

Sentiment Analysis in Arabic tweets

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.

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"

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.

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.

Dataset and code for "Interaction Attention Transfer Network for Cross-domain Sentiment Classification“

Uzbek Sentiment Analysis ⭐ 9

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

[EMNLP2019] Rethinking Attribute Representation and Injection for Sentiment Classification

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

Tnet Tensorflow ⭐ 8

Implementation of https://arxiv.org/abs/1805.01086 by tensorflow

Huggingface Datasets_jglue ⭐ 7

JGLUE: Japanese General Language Understanding Evaluation for huggingface datasets

Adversarial Sentiment Classification ⭐ 7

Adversarial attack on sentiment classification task.

Bangla Sentiment Classification ⭐ 6

Bangla Sentiment Classification

Sentiment Analysis ⭐ 5

Sentiment Analysis of product based reviews using Machine Learning Approaches. This is my Final Year B.Tech Project, 2018.

KR3: Korean Restaurant Review with Ratings / Experiments on Parameter-efficient Tuning and Task-adaptive Pre-training

Perceptron Text Classification From Scracth ⭐ 5

A perceptron based text classification based on word bag feature extraction and applied on sentiment analysis dataset

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