🧑‍🔬 Daniel Loureiro

Affiliations

🎓Cardiff UniversityCardiff · United Kingdom2022–2023 · 6 paperscurrent🔬INESC TECPorto · Portugal2018–2022 · 12 papers🎓Universidade do PortoPorto · Portugal2018–2022 · 10 papers🏢SnapLos Angeles · United States2022 · 3 papers🎓Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o DesenvolvimentoPorto · Portugal2011 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

Topics

🧠Language models & pretraining2🔀Word sense disambiguation1⏳Historical linguistics & language change1

Works by year

2020s

2010s

Papers

The most cited first (OpenAlex and our library).

1. TimeLMs: Diachronic Language Models from Twitter (2022 · 331 citations)
   Pre-trained language models are usually frozen at a single point in time. On Twitter, topics shift quickly, so models such as BERT or RoBERTa lack knowledge of later events like COVID-19, and evaluation data may overlap with pre-training corpora. TimeLMs addresses this with a series of Twitter-specialised…
2. Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation (2019 · 189 citations)
   Word Sense Disambiguation (WSD) has been hard to improve. Annotated data such as SemCor covers only a small part of WordNet, so earlier systems that used contextual embeddings had to fall back on the most frequent sense (MFS) for many words. Loureiro and Jorge build sense-level embeddings from BERT that cover every…

Co-authors here

5 co-authors with a page, the most papers together first.

• Alípio Jorge
• Francesco Barbieri
• Jose Camacho-Collados
• Leonardo Neves
• Luis Espinosa Anke

Cited by

Papers of our library cite their works 155 times (of the 140,884 papers whose bibliographies we read); 6 citing papers with a page here →.

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