[iva] CfP: IJCoL Special Issue on Computational Dialogue Modelling

[Hendrik Buschmeier]

Italian Journal on Computational Linguistics, https://www.ai-lc.it/en/journal/
Special Issue on Computational Dialogue Modelling:
The Role of Pragmatics and Common Ground in Interaction

Guest editors:
Hendrik Buschmeier, Bielefeld University, Germany
Francesco Cutugno, University Federico II, Italy

*************** Call for Papers ***************

Natural Language Processing capabilities for modern machines are becoming more and more
important to break human-machine communication barriers and improve the quality of the
interaction. Simple commands and dialogue state tracking methods are available for very
constrained tasks and domains, but in order to move towards more complex scenarios, deeper
insights concerning the role of pragmatics in dialogue systems and of grounding and common
ground are needed. For example, investigating the role of pragmatics in dialogue systems
allows systems to be more observable in the sense that inconsistencies between agents’
internal representations and perceived evidence are made clear in an efficient way. Also,
more complex clarification strategies allow systems to be more recoverable as reported
inconsistencies can be addressed efficiently. In general, managing conflicting internal
representations of the grounded domain among involved agents, both human and artificial,
is of critical importance to improve observability and recoverability in technological
systems using interfaces based on natural language. Beyond case-specific applications,
this issue aims at collecting different approaches to the definition of general
theoretical/technological frameworks involving pragmatics at their core to generate more
complex interactions. Topics of interest include but are not limited to:

* Theoretical models for argumentation-based dialogue
* Disambiguation strategies
* Semantics, pragmatics, and context in dialogue systems
* Interactional competences: cooperation, clarification, repair, feedback, turn-taking, grounding
* Dialogue corpora collection and annotation protocols
* Embodied conversational agents
* Situated conversational agents
* Natural language understanding
* Natural language generation
* Dialogue-oriented knowledge bases
* Multi-party dialogue

Novel and completed researches, literature surveys, position papers, review papers, and
project reports about the listed topics are all welcome. Papers devoted to phenomena and
specialties related to the Italian language will be of a particular but not exclusive interest.
Extended abstracts (one single column page long text + references) are expected before the
submission of the final paper to allow the organizers to set up the reviewing process and
provide appropriate feedback to the authors in a timely manner. Private companies and
innovative startups will be also invited to contribute to the issue with their latest ideas
and products in the field.

Important dates:
* Extended abstracts submission: February 28, 2021
* Paper submission: April 30, 2021
* Feedback to authors: May 30, 2021
* Revised submission: June 30, 2021

Abstracts should be sent to cutugno at unina.it AND hbuschme at uni-bielefeld.de
For more information on the journal, see: https://www.ai-lc.it/en/journal/



--
Hendrik Buschmeier
Digital Linguistics Lab
Faculty of Linguistics and Literary Studies, Bielefeld University
https://purl.org/net/hbuschme

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