Source code of paper "Incorporating prior knowledge into word embedding for Chinese word similarity measurement", accepted by ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP).

Investment Decision Support System

A cloud-based tool for sentiment analysis in reviews about restaurants on TripAdvisor

Topic: Opinion Mining and Summarization of Hotel Reviews

Group project analyzing news sentiment of articles from The New York Times archives from 2015 to 2017. The app provides visualizations to understand sentiment trends over time, space and categories using Natural Language Processing, and allows user interactivity (@iCode13 worked on the geovizzes and contributed to frontend development). UT Austi…

🐦 Sentiment analysis on tweets

I performed sentiment analysis aimed at determining the sentiment of 50000 imDB movie reviews, whether they are positive, negative, or neutral. I employed various NLP approaches including lexicon based approaches, machine learning models, PLM models, and hybrid models, and assessed the performance on each type of model.

Twitter Sentiment Analysis Using Python

Two lexicon-based sentiment analyzers: TextBlob and Vader.

Sentiment Analysis and Text Classification using BERT and Lexicon-based machine learning

Analysing Mexico’s President speeches: A study of political propaganda and populist rhetoric using NLP methods

Repo for Research in the development a General Purpose Sentiment lexicon for the Yoruba Language for use in carrying out sentiment analysis and opinion mining tasks on texts available in Yoruba. This was done using NLP packages in R and based on Bing Luis Lexicon.

Sentiment Analysis using a Lexicon Approach with python

A benchmarking script for comparing machine learning (traditional machine learning, deep learning, transformers) and lexicon approaches.

PhD Anastasios Liapakis

Analysing Usability, User Experience, and Perceived Health Impacts related to Quality of Life based on Users' Opinion Mining: a case study with Just Dance on YouTube

Lexicon based segmentation of cursive handwritten images, and recognizing the characters using deep learning model.

sentiment analysis with Lexicon, Machine Learning and Deep learning methods