[HPSG-L] CfP: Large Language Models & Natural Language Processing in Artificial Intelligence - LLMaNLPinAI 2024

[Roussanka Loukanova]

CALL FOR PAPERS

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

https://icaart.scitevents.org/LLMaNLPinAI.aspx

Special Session within
the 16th International Conference on Agents and Artificial Intelligence
24 - 26 February 2024
Rome, Italy

The major mode of ICAART 2024 is in-person. ICAART 2024 has additional
hybrid support, which  allows speakers to present remotely, if unable to
travel to the venue
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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.

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
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 Medical Sciences, Healthcare, Law, Jurisdiction,
Forensics, etc.
- Computational Syntax
- Computational Semantics of Natural Languages
- Computational Syntax-Semantics Interface
- Controlled Languages of Mathematics
- Data science in Language Processing
- Machine Learning of Information and Language
- 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
- 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 21, 2023
Author Notification: January 9, 2024
Camera Ready and Registration: January 17, 2024

PAPER SUBMISSION
Instructions for preparing the manuscript (in LaTeX and Word) are available
on the ICAART pages:

https://icaart.scitevents.org/Guidelines.aspx
https://icaart.scitevents.org
https://icaart.scitevents.org/Templates.aspx
https://icaart.scitevents.org/Glossary.aspx

Papers must be submitted electronically via the web-based submission system
using the appropriated button on the page:

https://icaart.scitevents.org/LLMaNLPinAI.aspx

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

https://www.scitepress.org/HomePage.aspx

We expect a post-conference, post-proceedings Special Issue with extended
publications based on selected papers presented at NLPinAI at ICAART
2021--2023 and LLMaNLPinAI24.

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

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