Semantic Reasoning with Differentiable Graph Transformations

1 code implementation • 20 Jul 2021 • Alberto Cetoli

This paper introduces a differentiable semantic reasoner, where rules are presented as a relevant set of graph transformations.

Dispatcher: A Message-Passing Approach To Language Modelling

1 code implementation • CLASP 2022 • Alberto Cetoli

This paper proposes a message-passing mechanism to address language modelling.

Language Modelling

Exploring the zero-shot limit of FewRel

1 code implementation • COLING 2020 • Alberto Cetoli

This paper proposes a general purpose relation extractor that uses Wikidata descriptions to represent the relation{'}s surface form.

Language Modelling Question Answering +2

Pynsett: A programmable relation extractor

1 code implementation • 4 Jul 2020 • Alberto Cetoli

This paper proposes a programmable relation extraction method for the English language by parsing texts into semantic graphs.

Relation Relation Extraction

Named Entity Disambiguation using Deep Learning on Graphs

1 code implementation • 22 Oct 2018 • Alberto Cetoli, Mohammad Akbari, Stefano Bragaglia, Andrew D. O'Harney, Marc Sloan

We tackle \ac{NED} by comparing entities in short sentences with \wikidata{} graphs.

Entity Disambiguation

Graph Convolutional Networks for Named Entity Recognition

1 code implementation • WS 2017 • Alberto Cetoli, Stefano Bragaglia, Andrew O{'}Harney, Marc Sloan

Feature Engineering named-entity-recognition +3