posted by user: shikhar || 5854 views || tracked by 5 users: [display]

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


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

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

ICPR 2018   24th International Conference on Pattern Recognition
LREC 2018   Language Resources and Evaluation Conference
SIGDIAL 2017   18th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL 2017)
PAKDD 2018   The 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining
ICSC 2018   12th IEEE International Conference on Semantic Computing (ICSC 2018)
SDM 2018   SIAM International Conference on Data Mining
NLIWOD & QALD 8 2017   NLIWOD and QALD 8 challenge - The Third International Workshop on Natural Language Interfaces for the Web of Data & 8th Question Answering over Linked Data challenge
ICNLSP 2018   2nd International Conference on Natural Language and Speech Processing
ICAISC 2018   International Conference on Artificial Intelligence and Soft Computing
IALP 2017   The 21th International Conference on Asian Language Processing