11 citations · 19 across the 7 of their papers we have counts for
4 papers · 1 filter
Comparing in context: Improving cosine similarity measures with a metric tensor
Isa M. Apallius de Vos, Ghislaine L. van den Boogerd, Mara D. Fennema +1
Cosine similarity is a widely used measure of the relatedness of pre-trained word embeddings, trained on a language modeling goal. Datasets such as WordSim-353 and SimLex-999 rate…
Permutation invariant matrix statistics and computational language tasks
Manuel Accettulli Huber, Adriana Correia, Sanjaye Ramgoolam +1
The Linguistic Matrix Theory programme introduced by Kartsaklis, Ramgoolam and Sadrzadeh is an approach to the statistics of matrices that are generated in type-driven distribution…
Putting a Spin on Language: A Quantum Interpretation of Unary Connectives for Linguistic Applications
Adriana D. Correia, Henk T. C. Stoof, Michael Moortgat
Extended versions of the Lambek Calculus currently used in computational linguistics rely on unary modalities to allow for the controlled application of structural rules affecting…
Density Matrices with Metric for Derivational Ambiguity
Adriana D. Correia, Michael Moortgat, Henk T. C. Stoof
Recent work on vector-based compositional natural language semantics has proposed the use of density matrices to model lexical ambiguity and (graded) entailment (e.g. Piedeleu et a…