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1. musicRAG_ETL musicRAG_ETL Public

   This is an ETL pipeline made in Dagster, which orchestrates the data ingestion from multiple sources for making the knowledge graph and vectorial dataset for a RAG system.

   Python

2. annotationNLP annotationNLP Public

   An Ad-hoc application developed for building datasets as part of my PhD thesis. There are two tools in the app: (1) allows selecting and annotating text passages and (2) the other clean and label s…

   JavaScript

3. speech_interview_classification speech_interview_classification Public

   Toolkit for the paper "AI Explainability in Classifying Political Speeches and Interviews". The project applies explainable AI techniques to understand the linguistic features involved in classifyi…

   Python

4. stance_classification stance_classification Public

   Toolkit for the paper "Explainable Subjective Stance Classification with SetFit in Political Discourse". The project leverages the SetFit few-shot learning framework, Sentence Transformers architec…

   Jupyter Notebook

5. topic-continuity topic-continuity Public

   Toolkit for the paper "Explainable Topic Continuity in Political Discourse: A Sentence Pair BERT Model Analysis". The project leverages Sentence Pair Modeling (SPM), BERT, and the Transformers Inte…

   Python

6. webCrawler webCrawler Public

   This Crawler was built as part of my PhD thesis to collect a huge corpus of political discourse by politicians in the USA.

   Python