Home      Log In      Contacts      FAQs      INSTICC Portal
 
Special Session
Special Session on
Natural Language Processing in Artificial Intelligence
 - NLPinAI 2020

22 - 24 February, 2020 - Valletta, Malta

Within the 12th International Conference on Agents and Artificial Intelligence - ICAART 2020

CHAIR

Roussanka Loukanova
Stockholm University
Sweden
 
Brief Bio
Roussanka Loukanova has been teaching at Sofia University, Indiana University, University of Minnesota, Illinois Wesleyan University, and Uppsala University. Currently, she is Associated Researcher at Stockholm University, Sweden. 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. 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, advanced 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 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 limiting 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
- 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: December 19, 2019
Authors Notification: January 9, 2020
Camera Ready and Registration: January 17, 2020

SPECIAL SESSION PROGRAM COMMITTEE

Available soon.

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 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

SECRETARIAT CONTACTS

ICAART Special Sessions - NLPinAI 2020
e-mail: icaart.secretariat@insticc.org
footer