sentiment-polarity 开源项目推荐（133 个）

laugustyniak /awesome-sentiment-analysis

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

cocoa-ai /SentimentCoreMLDemo

😃 iOS11 demo application for sentiment polarity analysis.

ikegami-yukino /oseti

Dictionary based Sentiment Analysis for Japanese

thu-coai /SentiLARE

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

ruanchaves /hashformers

Transformer-powered hashtag segmentation with beam search, RRF ensembles, and agent-ready MCP workflows. A scalable alternative to heuristic splitters and massive LLMs.

megagonlabs /jrte-corpus

Japanese Realistic Textual Entailment Corpus (NLP 2020, LREC 2020)

collab-uniba /Senti4SD

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

masdevid /sentistrength_id

Sentiment Strength Detection in Bahasa Indonesia

seinecle /Umigon

Sentiment analysis for Twitter and social media

Surya-Murali /Web-Scraping-and-Amazon-Reviews-Analysis

A Web Scraping project to analyze product reviews in Amazon.com. A sentiment analysis is done and the reviews are sorted and highlighted in green or red based on the sentiment score.

amiangshu /SentiSE

SentiSE is a sentiment analysis tool for Software Engineering interactions

socius-org /sentibank

Encyclopedic Hub for Sentiment Dictionaries

tayebiarasteh /retweet

How Will Your Tweet Be Received? Predicting theSentiment Polarity of Tweet Replies

SuleynanAuir /WeiboPublics-SentimentBot-E2-FineTuning-Pipeline-of-Qwen3.5-0.6B-on-AutoDL-Cloud-Infrastrcture

Weibo SentimentBot is built Qwen3.5-0.6B Fine-Tuning Based. It is trained through a complete fine-tuning pipeline on the AutoDL cloud computing infrastructure. Demonstrating a complete LLMs-Alignment training pipeline: starting from Qwen3.5-0.6B, through stages: SFT-Training, LoRA, and DPO preference optimization, the model gradually evolves fr

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.

daiquocnguyen /SAR14

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

omkar-foss /emosent-py

Python module to get Sentiment Rankings for Unicode Emojis

CIRCSE /Latin_Sentiment_Lexicons

Set of sentiment lexicons of Latin adjectives and nouns.

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.

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.