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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

access icon access

Code to reproduce the experiments from the paper.

aitextgen icon aitextgen

A robust Python tool for text-based AI training and generation using GPT-2.

alps_2021 icon alps_2021

Repository for the Explainable AI track in the ALPS winter school 2021

ara-close-lang icon ara-close-lang

Code for Automatic Readability Assessment for Closely Related Philippine Languages (ACL2023)

babyberta icon babyberta

Research code for simulating children's grammatical development

babyrobot icon babyrobot

A Baby Robot's Guide to Reinforcement Learning

bengalireadability icon bengalireadability

Code and Dataset of our work, Simple or Complex? Learning to Predict Readability of Bengali Texts accepted at AAAI 2021.

bert-for-inference icon bert-for-inference

A small repo showing how to easily use BERT (or other transformers) for inference

bert_mask icon bert_mask

This is an example program illustrating BERTs masked language model.

biberpy icon biberpy

Python version for Doug Biber's Multidimensional Analysis (MDA)

big-bench icon big-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

causalfs icon causalfs

A C/C++ open-source package of causality-based feature selection

cefr-sp icon cefr-sp

Repository for CEFR-SP corpus and sentence level assessment

coh-metrix-dementia icon coh-metrix-dementia

Coh-Metrix-Port is an adaptation of the Coh-Metrix text analysis tool to the Brazilian Portuguese language.

contextualized-topic-models icon contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

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