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[Apologies for cross-posting] Final CfP and extension Workshop on Semantic Spaces at the Intersection of NLP, Physics, and Cognitive Science (SemSpace2021) This year we are excited to be (virtually) co-located with IWCS: https://iwcs2021.github.io/ <https://www.google.com/url?q=https%3A%2F%2Feur01.safelinks.protection.outlook.com%2F%3Furl%3Dhttps%253A%252F%252Fiwcs2021.github.io%252F%26data%3D04%257C01%257C%257C4e406cab2b98446766fa08d8c783225c%257C1faf88fea9984c5b93c9210a11d9a5c2%257C0%257C0%257C637478713320150655%257CUnknown%257CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%253D%257C1000%26sdata%3Dapt0%252FQwzNZqTErh1XTeSdvfrixdoGeDcHrW%252BryNvP%252B8%253D%26reserved%3D0&sa=D&sntz=1&usg=AFQjCNE4NHC1pU6PLUqG-SO_vQaPpCaqFQ> 14-18 June, 2021 https://sites.google.com/view/semspace2021/home <https://www.google.com/url?q=https%3A%2F%2Feur01.safelinks.protection.outlook.com%2F%3Furl%3Dhttps%253A%252F%252Fsites.google.com%252Fview%252Fsemspace2021%252Fhome%26data%3D04%257C01%257C%257C4e406cab2b98446766fa08d8c783225c%257C1faf88fea9984c5b93c9210a11d9a5c2%257C0%257C0%257C637478713320160619%257CUnknown%257CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%253D%257C1000%26sdata%3Dk%252FXjjG6dmvOs%252BCd4Wj1fnE54F5JQlbnZubKDVF4DGu0%253D%26reserved%3D0&sa=D&sntz=1&usg=AFQjCNHZEKWMCgmkGpo4Y4f8dj9TpLLOVQ> IMPORTANT DATES: Paper submission: 26 March 2021 6 April 2021 Notification to contributors: 16 Apr 2021 23rd April 2021 Camera Ready: 7 May 2021 SUBMISSION INSTRUCTIONS Authors may submit non-anonymized extended abstracts (3 pages) or papers (8 pages) SemSpace21 papers should be formatted following the common two-column structure as used by ACL. Please use the IWCS specific style-files <https://iwcs2021.github.io/download/iwcs2021-templates.zip> or the Overleaf template <https://www.overleaf.com/latex/templates/instructions-for-iwcs-2021-proceedings/fpnsyxqqpfbw>, taken from ACL 2021. Submission link: https://www.softconf.com/iwcs2021/SemSpace2021/user/ <https://www.softconf.com/iwcs2021/SemSpace2021/user/> 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 SUBMISSIONS: We welcome two types of submission: - Archival papers of up to 8 pages should report on complete, original and unpublished research. Accepted papers will be published in the workshop proceedings and appear in the ACL anthology. - Extended abstracts (up to 3 pages) may report on work in progress or work that was recently published/accepted at a different venue. Extended abstracts will not be included in the workshop proceedings. Both accepted papers and extended abstracts are expected to be presented at the workshop. Authors must submit non-anonymized extended abstracts or papers by April 6th. Both extended abstracts and papers must be formatted according to the IWCS guidelines, and must be submitted via softconf (link: https://www.softconf.com/iwcs2021/SemSpace2021/user/ <https://www.softconf.com/iwcs2021/SemSpace2021/user/>). The extended abstracts should not contain an abstract section and may consist of up to 3 pages of content, plus unlimited references. Archival papers may consist of up to 8 pages of content, plus unlimited references. Camera-ready versions of papers will be given one additional page of content so that reviewers’ comments can be taken into account. INVITED SPEAKERS Ellie Pavlick, Brown University Haim Dubossarsky, University of Cambridge PROGRAMME COMMITTEE Tai-Danae Bradley, X, the Moonshot Factory Bob Coecke, Cambridge Quantum Computing Gemma De Las Cuevas, Institute for Theoretical Physics, University of Innsbruck Stefano Gogioso, University of Oxford Peter Gärdenfors, Lund University Peter Hines, University of York Antonio Lieto, University of Turin Dan Marsden, University of Oxford Michael Moortgat, Utrecht University Richard Moot, CNRS(LIRMM) & University of Montpellier Dusko Pavlovic, University of Hawaii Emmanuel Pothos, City University of London Matthew Purver, Queen Mary University of London Pawel Sobocinski, Tallinn University of Technology Corina Stroessner, Ruhr University Bochum Dominic Widdows, Serendipity Now! Gijs Wijnholds, Utrecht University ORGANIZATION COMMITTEE Martha Lewis, University of Bristol Mehrnoosh Sadrzadeh, UCL Lachlan McPheat, UCL [For admin and other information see: http://www.mta.ca/~cat-dist/ ]