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NLG4DS 2017 : Natural Language Generation for Dialogue Systems: SIGDIAL 2017 Special Session

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Link: https://sites.google.com/view/nlg4ds2017
 
When Aug 15, 2017 - Aug 17, 2017
Where Saarbrücken, Germany
Submission Deadline Apr 18, 2017
Notification Due Jun 9, 2017
Final Version Due Jul 7, 2017
Categories    NLP   machine learning   natural language generation   dialogue systems
 

Call For Papers

While natural language generation (NLG) for dialogue interaction has been a long-standing research topic, there has been a recent explosion of work due to industrial interest in conversational assistants such as Alexa, Siri, Cortana and Google Assistant. Recent advances in the field of deep learning together with the availability of large corpora of human dialogues from social media has also contributed to new research techniques for language generation. However, to date, neural methods have not been able to replicate much of the rich dialogue phenomena targeted by previous rule-based, statistical and data-driven approaches for language generation for dialogue.
Therefore we invite submissions for this special session at SIGDIAL 2017.
The deadline for paper submission is: 18th April 2017

TOPICS
We invite submissions which address specific issues including but not limited to:
- Generation in the context of a dialogue with appropriate use of anaphoric forms, such as pronouns and ellipses;
- Generation of turns where information is structured using rhetorical relations, as in the case of recommendations or other persuasive genres;
- Selection and organization of content in a dialogue turn;
- Sentence planning and lexical choice for dialogue interaction;
- Evaluation of language generation for dialogue systems;
- Corpus-based analyses of human-human dialogue to inform NLG for dialogue systems;
- Critical comparison between capabilities of different kinds of models.
- Providing and investigating new resources, such as data sets and tools.
- We also welcome submissions which make use of the new E2E NLG challenge data set.

Related Resources

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ACML 2018   The 10th Asian Conference on Machine Learning
SIGDIAL 2018   19th Annual Meeting of the Special Interest Group on Discourse and Dialogue
WSDM 2019   WSDM 2019: The 12th ACM International Conference on Web Search and Data Mining
MLNLP-EI/CPCI 2018   2018 International Conference on Machine Learning and Natural Language Processing (MLNLP 2018)
JoL 2018   International Journal of Law
NLE-DL 2018   Natural Language Engineering Special Issue on Informing Neural Architectures for NLP with Linguistic and Background Knowledge
IDEAL 2018   19th International Conference on Intelligent Data Engineering and Automated Learning
ISMW 2018   23rd FRUCT Conference: Seminar on Intelligence, Social Media and Web
FG 2019   The 14th IEEE International Conference on Automatic Face and Gesture Recognition