4 - 6 February 2022, ICAART Special Session on "Natural Language Processing in Artificial Intelligence" (NLPinAI 2022), Online

CALL FOR PAPERS

Natural Language Processing in Artificial Intelligence - NLPinAI 2022

Online Streaming 4-6 February, 2022

http://www.icaart.org/NLPinAI.aspx?y=2022

Special Session within

the 14th International Conference on Agents and Artificial Intelligence - ICAART 2022

http://www.icaart.org

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SCOPE

Computational and technological developments that incorporate natural language are proliferating. Adequate coverage encounters difficult problems related to partiality, underspecification, and context-dependency, which are signature features of information in nature and natural languages. Furthermore, agents (humans or computational systems) are information conveyors, interpreters, or participate as components of informational content. Generally, language processing depends on agents' knowledge, reasoning, perspectives, and interactions.

The session covers theoretical work, applications, approaches, and techniques for computational models of information and its presentation by language (artificial, human, or natural in other ways). The goal is to promote computational systems of intelligent natural language processing and related models of thought, mental states, reasoning, and other cognitive processes.

TOPICS

We invite contributions relevant to the following topics, without being limited to them:

- Type theories for applications to language and information processing

- Computational grammar

- Computational syntax

- Computational semantics of natural languages

- Computational syntax-semantics interface

- Interfaces between morphology, lexicon, syntax, semantics, speech, text, pragmatics

- Parsing

- Multilingual processing

- Large-scale grammars of natural languages

- Interfaces between morphology, lexicon, syntax, semantics, speech, text, pragmatics

- Models of computation and algorithms for natural language processing

- Computational models of partiality, underspecification, and context-dependency

- Models of situations, contexts, and agents, for applications to language processing

- Information about space and time in language models and processing

- Models of computation and algorithms for linguistics

- Data science in language processing

- Machine learning of language

- Interdisciplinary methods

- Integration of formal, computational, model theoretic, graphical, diagrammatic, statistical, and other related methods

- Logic for information extraction or expression in written and spoken language

- Language processing based on biological fundamentals of information and languages

- Computational neuroscience of language

IMPORTANT DATES

Paper Submission: November 26, 2021

Authors Notification: December 14, 2021

Camera Ready and Registration: December 22, 2021

PAPER SUBMISSION

Prospective authors are invited to submit papers in any of the topics listed above.

Instructions for preparing the manuscript (in LaTeX and Word styles) are available on the ICAART pages.

See, AUTHOR'S KIT at the end of the website:

http://www.icaart.org/NLPinAI.aspx?y=2022

Paper Templates:

http://www.icaart.org/Templates.aspx

Guidelines:

Please read the Guidelines of NLPinAI 2022 at ICAART, and respect the double-blind review method.:

http://www.icaart.org/Guidelines.aspx

Papers must be submitted electronically via the web-based submission system using the button SUBMIT PAPER on the pages of NLPinAI 2022 at ICAART 2022.

PUBLICATIONS

After thorough reviewing by the special session program committee, all accepted papers will be published in a special section of the conference proceedings book - under an ISBN reference and on digital support - and submitted for indexation by Thomson Reuters Conference Proceedings Citation Index (CPCI/ISI), DBLP, EI (Elsevier Engineering Village Index), Scopus, Semantic Scholar and Google Scholar.

SCITEPRESS is a member of CrossRef (http://www.crossref.org/) and every paper is given a DOI (Digital Object Identifier).

All papers presented at the conference venue will be available at the SCITEPRESS Digital Library

We expect a post-conference, post-proceedings Special Issue with extended publications based on selected papers presented at NLPinAI 2022, ICAART 2022.

A book of selected works based on NLPinAI 2020 at ICAART 2020 is published:

Natural Language Processing in Artificial Intelligence — NLPinAI 2020

Book series: Studies in Computational Intelligence (SCI)

ISBN 978-3-030-63786-6 (Hardcover)

ISBN 978-3-030-63787-3 (eBook)

https://doi.org/10.1007/978-3-030-63787-3

CHAIR: Roussanka Loukanova

CONTACT: ICAART Secretariat <icaart.secretariat at insticc.org>