Proceedings End-to-End Compositional Models of Vector-Based Semantics

TL;DR

This collection of papers from a workshop discusses recent advances in end-to-end compositional models for vector-based semantics, highlighting new approaches and research results in the field.

Contribution

The workshop presents novel methods and findings in vector-based semantic modeling, integrating compositionality in end-to-end frameworks for natural language understanding.

Findings

Results from the Dutch research project on semantic modeling.

Contributed papers introduce new compositional models.

Insights into the integration of vector semantics with linguistic structure.

Abstract

The workshop End-to-End Compositional Models of Vector-Based Semantics was held at NUI Galway on 15 and 16 August 2022 as part of the 33rd European Summer School in Logic, Language and Information (ESSLLI 2022). The workshop was sponsored by the research project 'A composition calculus for vector-based semantic modelling with a localization for Dutch' (Dutch Research Council 360-89-070, 2017-2022). The workshop program was made up of two parts, the first part reporting on the results of the aforementioned project, the second part consisting of contributed papers on related approaches. The present volume collects the contributed papers and the abstracts of the invited talks.