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João Ricardo Silva

2 accepted papers

2025

Hands-off Image Editing: Language-guided Editing without any Task-specific Labeling, Masking or even Training

COLING 2025main

Instruction-guided image editing consists in taking an image and an instruction and delivering that image altered according to that instruction. State-of-the-art approaches to this task suffer from the typical scaling up and domain adaptation hindrances related to supervision as they eventually reso…

2021

Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning

EMNLP 2021main

Commonsense is a quintessential human capacity that has been a core challenge to Artificial Intelligence since its inception. Impressive results in Natural Language Processing tasks, including in commonsense reasoning, have consistently been achieved with Transformer neural language models, even mat…