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Doctoral Researcher in Responsible AI and Natural Language Processing 🧑‍💻

Kumusta! I'm Joseph. I'm a Doctoral Researcher at the UKRI Center for Doctoral Training in Accountable, Responsible, and Transparent AI (also called ART-AI) at the University of Bath. I conduct research in NLP specifically in the areas of text complexity, language generation, and low-resource corpus building and evaluation. Before moving to the British countryside of Bath 🇬🇧, I previously resided in Manila, Philippines 🇵🇭 where I finished my MS in Computer Science at De La Salle University and my BS at Bicol University.

Contact

Please visit my website for more information on my research engagements, projects, and other stuff.
I'm also very active on Twitter 🐦. Let's follow each other at @josephimperial_.

Joseph Imperial's Projects

gym-super-mario-bros icon gym-super-mario-bros

An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES

ilm icon ilm

Easily fine tune GPT-2 to fill in missing text

info-theoretic-probing icon info-theoretic-probing

This code accompanies the paper "Information-Theoretic Probing for Linguistic Structure" published in ACL 2020.

interpreting-complexity icon interpreting-complexity

Materials for the MSc Thesis "Interpreting Neural Language Models for Linguistic Complexity Assessment" and related works.

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

jupyter-book icon jupyter-book

Create beautiful, publication-quality books and documents from computational content.

language-models icon language-models

Build unigram and bigram language models, implement Laplace smoothing and use the models to compute the perplexity of test corpora.

lingfeat icon lingfeat

LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment

llama icon llama

Inference code for LLaMA models

lxmls-toolkit icon lxmls-toolkit

Machine Learning applied to Natural Language Processing Toolkit used in the Lisbon Machine Learning Summer School

malasakit icon malasakit

Malasakit is a customizable participatory assessment platform that collects and integrates quantitative assessment, qualitative feedback, and peer-to-peer collaborative filtering on ways local communities can become better prepared for typhoons and floods.

mutual_info icon mutual_info

Putting GaelVaroquaux's mutual_info gist in a project until it has a better home.

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