22 citations · 47 across the 11 of their papers we have counts for
6 papers · 1 filter
Foundations for Near-Term Quantum Natural Language Processing
Bob Coecke, Giovanni de Felice, Konstantinos Meichanetzidis +1
We provide conceptual and mathematical foundations for near-term quantum natural language processing (QNLP), and do so in quantum computer scientist friendly terms. We opted for an…
Grammar-aware sentence classification on quantum computers
Konstantinos Meichanetzidis, Alexis Toumi, Giovanni de Felice +1
Natural language processing (NLP) is at the forefront of great advances in contemporary AI, and it is arguably one of the most challenging areas of the field. At the same time, in…
Functorial Language Games for Question Answering
Giovanni de Felice, Elena Di Lavore, Mario Román +1
We present some categorical investigations into Wittgenstein's language-games, with applications to game-theoretic pragmatics and question-answering in natural language processing.
Quantum Natural Language Processing on Near-Term Quantum Computers
Konstantinos Meichanetzidis, Stefano Gogioso, Giovanni de Felice +3
In this work, we describe a full-stack pipeline for natural language processing on near-term quantum computers, aka QNLP. The language-modelling framework we employ is that of comp…
DisCoPy: Monoidal Categories in Python
Giovanni de Felice, Alexis Toumi, Bob Coecke
We introduce DisCoPy, an open source toolbox for computing with monoidal categories. The library provides an intuitive syntax for defining string diagrams and monoidal functors. It…
Incremental Monoidal Grammars
Dan Shiebler, Alexis Toumi, Mehrnoosh Sadrzadeh
In this work we define formal grammars in terms of free monoidal categories, along with a functor from the category of formal grammars to the category of automata. Generalising fro…