Graham Spinks — accepted AI-conference papers

2020

Autoregressive Reasoning over Chains of Facts with Transformers

Ruben Cartuyvels, Graham Spinks, Marie-Francine Moens

COLING 2020main

This paper proposes an iterative inference algorithm for multi-hop explanation regeneration, that retrieves relevant factual evidence in the form of text snippets, given a natural language question and its answer. Combining multiple sources of evidence or facts for multi-hop reasoning becomes increa…

Cited by 15 Source ↗PDF ↗code ↗Scholar ↗

2020

Convolutional Generation of Textured 3D Meshes

Dario Pavllo, Graham Spinks, Thomas Hofmann, Marie-Francine Moens, Aurelien Lucchi

NeurIPS 2020oral

While recent generative models for 2D images achieve impressive visual results, they clearly lack the ability to perform 3D reasoning. This heavily restricts the degree of control over generated objects as well as the possible applications of such models. In this work, we bridge this gap by leveragi…

Cited by 72 Source ↗PDF ↗code ↗Scholar ↗