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Hi there 👋

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I am a PhD student at the University of Porto. My research interest is mainly focused on machine learning with a specific focus on natural language processing. In particular, the focus of my current research - and of my PhD - is on the temporal reasoning capabilities of language models. That is, how do language models "understand" and "manipulate" temporal information (I try to be careful with words). Besides that, I am a deep reinforcement learning aficionado despite all its challenging and complex features.

I am also a research assistant at LIAAD, the AI lab from INESC TEC, where I am frequently associated in some project to build NLP solutions to some practical problems (check out my webpage to see the latest). As my last ongoing work, I am a teaching assistant of the Machine Learning course at the University of Porto.

My bachelor's is in Physics and my master's is in Applied Mathematics, so we can talk about that if that is of your interest.

Contact

Feel free to email me to hugo [dot] o [dot] sousa [at] inesctec [dot] pt

Hugo Sousa's Projects

blackjack icon blackjack

A Blackjack simulator to test different strategies.

gpt-fast icon gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

italian-crime-news icon italian-crime-news

A dataset from the Gazzetta di Modena newspaper about crime events in the province of Modena from 2011 to 2021 https://gazzettadimodena.gelocal.it/.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

llama icon llama

Inference code for LLaMA models

publico icon publico

An European Portuguese news dataset translated to several languages.

tei2go icon tei2go

Fast multilingual temporal expression identification.

torchtune icon torchtune

A Native-PyTorch Library for LLM Fine-tuning

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