Assignment 2 for CS 11-731 Machine Translation course.

[ACL 2021, Findings] Cognate Prediction Per Machine Translation

NONWESTLIT Project Codebase

A practical introduction to Generative AI and LLMs, equipping professionals with essential skills to apply Gen AI in workflows, data processes, and tool development through hands-on labs and case studies.

Embedding Evaluation Data for South African Languages

Investigating transfer learning in low-resourced languages, specifically in a named entity recognition (NER) task (IJCNLP-AACL 2023). http://arxiv.org/abs/2309.05311

Prepping the corpus of texts in Moksha Mordvin: crawling texts from the Russian-Moksha newspaper website (mokshapr.ru) + splitting the texts into Russian and Moksha using cluster analysis

Italian hate speech detection using transformer.

A web application to test sentence-similarity models of the top 10 Indian Languages

A 16M LLM for POS tagging in African languages

A natural language processing and machine learning project for a low resource langauge in Zambia.

Natural language processing tool for siSwati

Auto-generated stopwords for South African Bantu Languages

Automating healthcare QA in a noisy multilingual low-resource setting

Example dataset and prompt design of Korean Offensive language Machine Generation (K-OMG), published at IJCNLP-AACL 2023.

Model training and evaluation tools for a Polish-Kashubian translator.

Scripts and files I used throughout my M.Sc. Voice Technology Thesis Project at Rijkuniversiteit Groningen - Campus Fryslân.

Finetuning BERT models on a powerset of different linguistic domains

Jopara (Guarani-dominant mixed with Spanish) sentiment analysis corpus

Fine-tune LLM for early Middle English lemmatization with data from LAEME.