Cost-Effective Language Driven Image Editing with LX-DRIM

1 code implementation • MMMPIE (COLING) 2022 • Rodrigo Santos, António Branco, João Ricardo Silva

Cross-modal language and image processing is envisaged as a way to improve language understanding by resorting to visual grounding, but only recently, with the emergence of neural architectures specifically tailored to cope with both modalities, has it attracted increased attention and obtained promising results.

Visual Grounding

Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning

1 code implementation • EMNLP 2021 • Ruben Branco, António Branco, João António Rodrigues, João Ricardo Silva

Commonsense is a quintessential human capacity that has been a core challenge to Artificial Intelligence since its inception.

Deep Learning

Universal Grammatical Dependencies for Portuguese with CINTIL Data, LX Processing and CLARIN support

1 code implementation • LREC 2022 • António Branco, João Ricardo Silva, Luís Gomes, João António Rodrigues

This paper presents a new collection of quality language resources for the computational processing of the Portuguese language under the Universal Dependencies framework (UD).