Peter Caine's repositories
VU_Thesis_Aspect_Extraction_Category_Detection
Code for my VU - text mining master's thesis comparing contrasting approaches to Aspect Extraction and Aspect Category Detection as defined in SemEval 2014 - Task 4
Airline_reviews_with_plotly_dash
A project visualising a range of nlp approaches to consumer reviews using plotly dash
SDG-Tracker
BERT-Based approach to filtering news sites for news articles relating to the UN Sustainable Development Goals
CoreNLP_Scraped_Data
Using Stanford's CoreNLP, 'stanza', module to convert scraped reviews (TripAdvisor - Airlines) into CoNLL formatted .tsv files (for a sequence labelling task)
lazygit_practice
lazygit_practice
Named_Entity_Recognition_ML_experiments
An exploration of machine learning approaches to Named Entity Recognition (NER) on the Reuters datases, including techniques employing classical ML classifiers as well as those employing Neural Networks and pre-trained (Word2vec) embeddings
study
repo to record learning progress
tagging_gui
a small program for labelling text data constructed in tkinter
Trip-Advisor_Scrape
Scraping Airlines from Trip Advisor using Python and Selenium
Vaccination_debate
These are the areas of a group project that I worked on personally. The project was to conduct stance detection and sentiment analysis on a range of texts on vaccination.