Search Results for author: Alípio Mário Jorge

Found 5 papers, 2 papers with code

Probing Commonsense Knowledge in Pre-trained Language Models with Sense-level Precision and Expanded Vocabulary

1 code implementation12 Oct 2022 Daniel Loureiro, Alípio Mário Jorge

However, this approach is restricted by the LM's vocabulary available for masked predictions, and its precision is subject to the context provided by the assertion.

Question Answering

Proceedings of the 4th Workshop on Online Recommender Systems and User Modeling -- ORSUM 2021

no code implementations12 Jan 2022 João Vinagre, Alípio Mário Jorge, Marie Al-Ghossein, Albert Bifet

This can be overwhelming for systems and algorithms designed to train in batches, given the continuous and potentially fast change of content, context and user preferences or intents.

Recommendation Systems

LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond

1 code implementation26 May 2021 Daniel Loureiro, Alípio Mário Jorge, Jose Camacho-Collados

Prior work has shown that these contextual representations can be used to accurately represent large sense inventories as sense embeddings, to the extent that a distance-based solution to Word Sense Disambiguation (WSD) tasks outperforms models trained specifically for the task.

Word Sense Disambiguation

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