CfP: Computational Linguistics, Information, Reasoning, and AI 2021 (CompLingInfoReasAI'21)

[Roussanka Loukanova]

CALL FOR PAPERS

Special Session:

Computational Linguistics, Information, Reasoning, and AI 2021 (CompLingInfoReasAI'21)

https://www.dcai-conference.net/special-sessions/clirai

SCOPE:

Computational and technological developments that incorporate natural language and reasoning methods are proliferating. Adequate coverage encounters difficult problems related to partiality, underspecification, agents, and context dependency, which are signature features of information in nature, natural languages, and reasoning.

The session covers theoretical work, applications, approaches, and techniques for computational models of information, language (artificial, human, or natural in other ways), reasoning. The goal is to promote computational systems 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, across approaches, methods, theories, implementations, and applications:

- Theorem provers and assistants

- Model checkers

- Theory of computation

- Theory of information

- Computational methods of inferences in natural language

- Computational theories and systems of reasoning in natural language

- Transfer of reasoning in natural language to theorem provers, or vice versa

- Transfer of reasoning between natural language, theorem provers, model checkers, and various computational assistants

- Computational approaches of computational linguistics for domain specific areas

- Theories for applications to language, information processing, reasoning

- Type theories for applications to language, information processing, reasoning

- 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 linguistics, natural language processing, argumentation

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

- Models of situations, contexts, and agents, for applications to computational linguistics

- Information about space and time in language models and processing

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- Data science in language processing

- Machine learning of language and reasoning

- Interdisciplinary methods

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

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

- Logic for information integrations of diagrams, with written and / or spoken language

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- Formal models of argumentations

- Interactive computation, reasoning, argumentation

- Computation with heterogeneous information

- Reasoning with heterogeneous and/or inconsistent information

- Dialog, interactions

- Interdisciplinary approaches to language, computation, reasoning, memory

- Argumentation in AI applications, e.g., to business, economy, justice, health, medical sciences

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- Language processing based on biological fundamentals of information and languages

- Computational neuroscience of language

- etc.

IMPORTANT DATES

Deadline: 30 April, 2021

Notification of acceptance: 7 June, 2021

Camera-Ready papers: 28 June, 2021

Conference Celebration: 6-8 October, 2021

PAPER SUBMISSION

https://www.dcai-conference.net/special-sessions

https://www.dcai-conference.net/submission

The papers must consist of original, relevant and previously unpublished sound research results related to any of the topics of the Special Session CompLingInfoReasAI'21.

Submitting papers

DCAI Special Session papers must be formatted according to the Springer AISC Template, with a maximum length of 10 pages in length, including figures and references. All proposed papers must be submitted in electronic form (PDF format) using the Paper Submission Page.

Publication

Accepted papers will be included in DCAI Proceedings. At least one of the authors will be required to register and attend the symposium to present the paper in order to include the paper in the conference proceedings. All accepted papers will be published by Advances in Intelligent Systems and Computing series of Springer Verlag.

Chair:

Roussanka Loukanova,

Institute of Mathematics and Informatics, Bulgarian Academy of Sciences, Bulgaria

and Stockholm University, Sweden