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Special Session
Special Session on
Large Language Models & Natural Language Processing in Artificial Intelligence - LLMaNLPinAI 2024

24 - 26 February, 2024 - Rome, Italy

Within the 16th International Conference on Agents and Artificial Intelligence - ICAART 2024


CHAIR

Roussanka Loukanova
Institute of Mathematics and Informatics, Bulgarian Academy of Sciences
Bulgaria
http://www.math.bas.bg/logic/loukanovarp/
 
Brief Bio
Roussanka Loukanova is currently a Associated Researcher at Stockholm University, Sweden, and Institute of Mathematics and Informatics, Bulgarian Academy of Sciences, Bulgaria. The focus of her research is on subjects such as: type theoretic approaches to information and information processing; type-theory of algorithms; type-theory of situated information; computerised processing of formal and natural languages; type-theoretic grammars; Constraint Based Lexicalized Grammar (CBLG) of natural language; computational syntax, semantics, and syntax-semantics interfaces in formal and natural languages. Her work targets new approaches to NLP in AI and new mathematical foundations of AI.

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.

Increased power of hardware and software allows collection of large language sources, which require Natural Language Processing (NLP). Large language models (LLM) are important for information processing. LLM and NLP are interrelated and significant in AI.

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 language processing and related models of information, language, reasoning, etc.

TOPICS OF INTEREST

Topics of interest include, but are not limited to:
  • Computational Grammar
  • Computational Models of Partiality, Underspecification, and Context-Dependency
  • Computational Neuroscience of Language
  • Computational Processing of Language in Various Specific Areas and Domains, E.G., In Forensics, Medical Sciences, Healthcare, Jurisdiction, Law, etc.
  • Computational Semantics of Natural Languages
  • Computational Syntax
  • Computational Syntax-Semantics Interface
  • Controlled Languages of Mathematics
  • Data Science in Language Processing
  • Deep Machine Learning
  • Hybrid, Integrated Methods in LLM and NLP
  • Information about Space and Time in Language Models and Processing
  • Integration of formal, Computational, Model Theoretic, Graphical, Diagrammatic, Statistical, and other Related Methods
  • Interdisciplinary Methods
  • Interdisciplinary Processing of Natural and Formal Language of Mathematics
  • Interfaces between Morphology, Lexicon, Syntax, Semantics, Speech, Text, Pragmatics
  • Language Processing Based on Biological Fundamentals of Information and Languages
  • Large-Scale Grammars of Natural Languages
  • Logic for Information Extraction or Expression in Written and Spoken Language
  • Machine Learning of Information and Language
  • Models of Computation and Algorithms for Linguistics
  • Models of Computation and Algorithms for Natural Language Processing
  • Models of Situations, Contexts, and Agents, for Applications to Language Processing
  • Multilingual Processing
  • Parsing
  • Translations Between Natural Language of Mathematics and Formal Languages of Proof and Verification Systems

IMPORTANT DATES

Paper Submission: December 27, 2023 (expired)
Authors Notification: January 9, 2024 (expired)
Camera Ready and Registration: January 17, 2024 (expired)

SPECIAL SESSION PROGRAM COMMITTEE

Benedikt Ahrens, School of Computer Science, University of Birmingham, United Kingdom
Varol Akman, Bilkent University, Turkey
Krasimir A. Angelov, University of Gothenburg and Chalmers University of Technology, Sweden
Denis Béchet, Nantes University, France
Leonor B. Bonache, Université Jean Monnet, France
Wojciech Buszkowski, Adam Mickiewicz University in Poznan, Poland
Stergios Chatzikyriakidis, University of Gothenburg, Sweden
Marie Duzi, VSB-Technical University Ostrava, Czech Republic
Antonin Dvorak, University of Ostrava, Czech Republic
Annie Foret, IRISA and Univ Rennes 1, France
Hakon Robbestad Gylterud, University of Begen, Norway
Lars Hellan, Norwegian University of Science and Technology, Norway
Ali Hürriyetoglu, Koç University, Netherlands
M. D. Jiménez-López, Universitat Rovira i Virgili, Spain
Manfred Kerber, School of Computer Science, University of Birmingham, United Kingdom
Stepan Kuznetsov, Steklov Mathematical Institute of RAS, Russian Federation
Kristina Liefke, Ruhr-University Bochum, Germany
Richard Moot, LIRMM-CNRS, Montpellier, France
Stefan Müller, Hum­boldt-Uni­ver­sität zu Berlin, Germany
Petra Murinova, Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, Czech Republic
Rainer Osswald, Heinrich-Heine-Universität Düsseldorf, Germany
Gerald Penn, University of Toronto, Canada
Frank Richter, Goethe University Frankfurt a.M., Germany
Ana Paula Rocha, LIACC / FEUP, University of Porto, Portugal
Sara Rodríguez, University of Salamanca, Spain
Sylvain Salvati, Université de Lille, INRIA, CRIStAL UMR 9189, France
Milena Slavcheva, Bulgarian Academy of Sciences, Bulgaria
Alexander Steen, Universität Greifswald, Institut für Mathematik und Informatik, Germany
Alexey Stukachev, Sobolev Institute of Mathematics, Novosibirsk State University, Russian Federation
Satoshi Tojo, Japan Advanced Institute of Science and Technology, Japan
Jørgen Villadsen, Technical University of Denmark, Denmark
Elie Wardini, Stockholm University, Sweden

(list not yet complete)

PAPER SUBMISSION

Prospective authors are invited to submit papers in any of the topics listed above.
Instructions for preparing the manuscript (in Word and Latex formats) are available at: Paper Templates
Please also check the Guidelines.
Papers must be submitted electronically via the web-based submission system using the appropriated button on this page.

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 SCOPUS, Google Scholar, DBLP, Semantic Scholar, EI and Web of Science / Conference Proceedings Citation Index.
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

SECRETARIAT CONTACTS

ICAART Special Sessions - LLMaNLPinAI 2024
e-mail: icaart.secretariat@insticc.org
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