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96 search results found

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.

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Neural Sentiment Classification

How To Use Transformers ⭐ 271

Transformers 库快速入门教程

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.

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.

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.

Logicnn ⭐ 106

Absa_keras ⭐ 103

Keras Implementation of Aspect based Sentiment Analysis

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

Subjectivity and sentiment classification using polarity lexicons

Aspect_sentiment_classification ⭐ 81

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.

Lstm_sentence_classifier ⭐ 61

LSTM-based Models for Sentence Classification in PyTorch

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

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

German Sentiment ⭐ 38

A data set and model for german sentiment classification.

Bigdataanalysis_tweetsentiment ⭐ 34

Rnn_sent ⭐ 34

Recurrent neural networks and Dynamic memory networks for sentiment classification

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

Hierarchicalattentionnetworks ⭐ 31

Hierarchical Attention Networks for Document Classification in Keras

German Sentiment Lib ⭐ 30

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

Phobert Sentiment Classification ⭐ 28

Sentiment classification for Vietnamese text using PhoBert

NTUEE Machine Learning, 2017 Spring

Sentiment_classify ⭐ 28

基于keras的评论文本情感分类

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".

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

Fintwit Bot ⭐ 22

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

Sentimentanalysis ⭐ 22

Sentiment Analysis: Deep Bi-LSTM+attention model

Scrapeadvisor ⭐ 22

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

Bert Sentiment ⭐ 20

Fine-grained Sentiment Classification Using BERT

Sentiment Analysis Amazon Products Reviews ⭐ 20

NLP with NLTK for Sentiment analysis amazon Products Reviews

Domain Attention ⭐ 17

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

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

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

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.

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

Implementation of Structural Correspondence Learning

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

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

Text_tone_analyzer ⭐ 14

Система, анализирующая тональность текстов и высказываний.

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

Kobert Nsmc ⭐ 13

Naver movie review sentiment classification with KoBERT

Bert Aad ⭐ 13

Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation

Pytorch Audio Emotion Recognition ⭐ 12

1st Place Public Leaderboard Solution for ERC2019

Code for NAACL 2019 paper: Adversarial Category Alignment Network for Cross-domain Sentiment Classification

Domainadaptedwordembeddings ⭐ 11

Text Sentiment Polarity Judgment ⭐ 11

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）

Lifelongsentclass ⭐ 10

Code for ECML/PKDD 2020 Paper --- Continual Learning with Knowledge Transfer for Sentiment Classification

Lexicalat ⭐ 10

Codes for paper "LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification"

Dual_view_review_sum ⭐ 10

Code for the SIGIR 2020 paper "A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss"

[EMNLP2019] Rethinking Attribute Representation and Injection for Sentiment Classification

Uzbek Sentiment Analysis ⭐ 9

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

Fine Grained Sentiment App ⭐ 9

A Flask LIME explainer app for fine-grained sentiment classification.

Swisscheese At Semeval 2016 ⭐ 9

A CNN Architecture For Sentiment Classification

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.

Nn_sentiment ⭐ 8

An implementation of sentiment classification by 1) CNN 2)LSTM

Sklearn Deltatfidf ⭐ 8

DeltaTfidfVectorizer for scikit-learn

Tnet Tensorflow ⭐ 8

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

Twitter_sentiment_bert_scikit ⭐ 7

Twitter US Airline数据集情感分析（sentiment Analysis），使用Bert Sentence encoding作为特征，实现了SVM、XGBoost、RandomForest（随机森林）若干分类

Linguistically Regularized Lstm For Sentiment Classification ⭐ 7

Paper notes: Linguistically Regularized LSTM for Sentiment Classification

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

Huggingface Datasets_jglue ⭐ 7

JGLUE: Japanese General Language Understanding Evaluation for huggingface datasets

Mockingjay Speech Representation ⭐ 7

Official Implementation of Mockingjay in Pytorch

Fudanuniversity Machinelearning ⭐ 6

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）

word embedding resources for sentiment classification

Sentiment Analysis Convnet ⭐ 6

Convolutional neural network for sentiment classification in Tensorflow/Python3

Amazon Sentiment Keras Experiment ⭐ 6

Experimenting with sentiment classification of Amazon reviews using deep learning

Sentiment Analysis Cnn Ptbr ⭐ 6

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

Ensemble Roberta Fasttext Vietnamese ⭐ 6

Ensemble PhoBERT with FastText Embedding to improve performance on Vietnamese Sentiment Analysis tasks.

Cross Lingual Sentiment Classification ⭐ 6

Implementation of Co-Training for Cross-Lingual Sentiment Classification

Code and dataset for the paper "Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN"

Identify The Sentiments Av Nlp Contest ⭐ 5

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.

Perceptron Text Classification From Scracth ⭐ 5

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

Lok Sabha Election Twitter Analysis ⭐ 5

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.

Poolinganalysis ⭐ 5

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

Analisis_sentimen_tokopedia ⭐ 5

Sentiment analysis of Tokopedia app users on Google PlayStore using the Support Vector Machine (SVM) method

Twitchchatanalysis ⭐ 5

Code for our PAKDD'19 paper "Multi-task Learning for Target-dependent Sentiment Classification"

Language Attributions ⭐ 5

Learning Explanations from Language Data

Source code for Lifelong Learning Sentiment Classification

Sentiment Analysis ⭐ 5

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

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