CfP

CALL FOR PAPERS

Workshop on Semantic Spaces at the Intersection of NLP, Physics, and Cognitive Sciences

https://sites.google.com/view/semspace2020/home

August 8th and 9th 2020

Utrecht, The Netherlands (dates and location subject to confirmation)

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DEADLINE EXTENSION

Due to various requests, we are extending the submission deadline to 22nd May. Updated dates are as follows:

Paper submission: 22nd May 2020

Notification to contributors: 1st July 2020

Workshop dates: 8th-9th August 2020 (subject to confirmation)

COVID-19 UPDATE

We will be going ahead with the workshop, either in an online format or in person if the situation allows.

Since ESSLLI 2020 has been cancelled, the dates and location may be subject to slight change.

SPEAKERS

Jennifer Culbertson, University of Edinburgh

Andrea E. Martin, Max Planck Institute for Psycholinguistics and Radboud University, Nijmegen

AIMS AND SCOPE

Vector embeddings of word meanings have become a mainstream tool in large scale natural language processing tools. The use of vectors to represent meanings in semantic spaces or feature spaces is also employed in cognitive science. Unrelated to natural language and cognitive science, vectors and vector spaces have been extensively used as models of physical theories and especially the theory of quantum mechanics. Crucial similarities between the vector representations of quantum mechanics and those of natural language are exhibited via bicompact linear logic and compact closed categorical structures in natural language. Exploiting the common ground provided by vector spaces, the proposed workshop will bring together researchers working at the intersection of NLP, cognitive science, and physics, offering to them an appropriate forum for presenting their uniquely motivated work and ideas. The interplay between these three disciplines will foster theoretically motivated approaches to understanding how meanings of words interact with each other in sentences and discourse via grammatical types, how they are determined by input from the world, and how word and sentence meanings interact logically.

Topics of interest include (but are not restricted to):

Reasoning in semantic spaces

Compositionality in semantic spaces and conceptual spaces

Conceptual spaces in linguistics and natural language processing

Applications of quantum logic in natural language processing and cognitive science

Modelling functional words such as prepositions and relative pronouns in compositional distributional models of meaning

Diagrammatic reasoning for natural language processing and cognitive science

Modelling so-called ‘non-compositional’ phenomena such as metaphor

SPECIAL SESSION

A special session will address the relevance of formal grammar methods in deep learning and other statistical and vector space approaches to language. Examples of phenomena where these methods come into play include (but of course are not limited to) anaphora resolution, long-range filler-gap dependencies, function-argument relations, locality domains, and syntactic structures in general.

This session was originally planned to be held jointly with the Formal Grammar conference (http://fg.phil.hhu.de/2020/) which has been cancelled. We welcome papers that were submitted for the joint FG/SemSpace session as SemSpace submissions under the present CfP.

SUBMISSIONS: Electronic submission of original contributions (up to 16 pages) of previously unpublished work. Submission of substantial, albeit partial results of work in progress is welcomed. Extended abstracts (3 pages) of previously published work that is recent and relevant to the workshop. These should include a link to a separately published paper or preprint. Contributions should be submitted at: https://easychair.org/conferences/?conf=semspace2020 In submitting your abstract, please indicate whether you intend your submission for the special session. A special issue of selected extended papers will be prepared following the workshop. Only original contributions will be considered for publication. Please send any queries to semspace2020@easychair.org

PROGRAMME COMMITTEE

Bob Coecke, University of Oxford

Stefano Gogioso, University of Oxford

Giuseppe Greco, Utrecht University

Peter Gärdenfors, Lund University

Helle Hvid Hansen, Delft University of Technology

Jules Hedges, Max Planck Institute for Mathematics in the Sciences

Peter Hines, University of York

Alexander Kurz, Chapman University

Antonio Lieto, University of Turin, Department of Computer Science

Dan Marsden, University of Oxford

Richard Moot, CNRS (LIRMM) & University of Montpellier

Dusko Pavlovic, University of Hawaii

Emmanuel Pothos, City University London

Matthew Purver, Queen Mary University of London

Mehrnoosh Sadrzadeh, University College London

Giovanni Sileno, University of Amsterdam

Pawel Sobocinski, Tallinn University of Technology

Oriol Valentín, Universitat Politècnica de Catalunya

Dominic Widdows, Grab

Geraint Wiggins, Vrije Universiteit Brussel / Queen Mary University of London

Gijs Wijnholds, Utrecht University

Frank Zenker, Lund University

ORGANIZATION COMMITTEE

Martha Lewis, ILLC, University of Amsterdam

Michael Moortgat, Utrecht University