[Corpora-List] TextGraphs-12: The 12th Workshop on Graph-based Methods for Natural Language Processing --- Paper submission deadline Extended to March 9.

Swapna Somasundaran swapna.sundaran at gmail.com
Wed Feb 28 19:11:36 CET 2018


*CALL FOR PAPERS*

*TextGraphs-12: The 12th Workshop on Graph-based Methods for Natural Language Processing*

*Paper submission deadline Extended to March 9.*

Workshop at the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2018)

June 6, 2018

New Orleans, Louisiana, USA

(Hyatt Regency New Orleans hotel)

http://www.textgraphs.org/ws18

*WORKSHOP DESCRIPTION*

The TextGraphs series of workshops, now going on for more than a decade, have published and promoted the synergy between the field of Graph Theory (GT) and Natural Language Processing (NLP). The twelfth edition of the TextGraphs workshop aims to extend the focus on graph-based and graph-supported machine learning and deep learning methods. We encourage the description of novel NLP problems or applications that have emerged in recent years, which can be addressed with existing and new graph-based methods. Furthermore, we also encourage research on applications of graph-based methods in the area of Semantic Web in order to link them to related NLP problems and applications.

The target audience comprises researchers working on problems related to either Graph Theory or graph-based algorithms applied to Natural Language Processing, social media, and the Semantic Web.

*WORKSHOP TOPICS*

TextGraphs-12 invites submissions on (but not limited to) the following topics (see the website for a full list):

○ Graph embeddings

○ Graph-based and graph-supported deep learning (e.g., graph-based recurrent and recursive networks)

○ Probabilistic graphical models and structure learning methods

○ Graph-based methods for reasoning and interpreting deep neural networks

○ Exploration of capabilities and limitations of graph-based methods being applied to neural networks

○ Investigation of aspects of neural networks that are (not) susceptible to graph-based analysis

○ Graph-based methods for Information Retrieval, Information Extraction, and Text Mining

○ Graph-based methods for word sense disambiguation

○ Graph-based strategies for semantic relation identification

○ Encoding semantic distances in graphs

○ Graph-based techniques for text summarization, simplification, and paraphrasing

○ Graph-based techniques for document navigation and visualization

○ New graph-based methods for NLP applications

○ Random walk methods in graphs

○ Spectral graph clustering

○ Semi-supervised graph-based methods

○ Small world graphs

○ Dynamic graph representations

○ Graph kernels

○ Graph-based methods for applications on social networks

○ Graph-based methods for NLP and Semantic Web

○ Inducing knowledge of ontologies into NLP applications using graphs

*IMPORTANT DATES*

Paper submission: March 9, 2018

Notification of acceptance: April 2, 2018

Camera-ready submission: April 16, 2018

Workshop date: June 5 or 6, 2018

*SUBMISSION*

TextGraphs-12 solicits both long and short paper submissions. (more details on http://www.textgraphs.org/ws18)

Submission is electronic, using the SoftConf START conference management system:

https://www.softconf.com/naacl2018/TextGraphs-12/

*ORGANIZERS*

Goran Glavaš, University of Mannheim

Swapna Somasundaran, Educational Testing Service

Martin Riedl, University of Stuttgart

Eduard Hovy, Carnegie Mellon University

*CONTACT* textgraphs at gmail.com

Connect with us on social media:

● Join us on Facebook: https://www.facebook.com/groups/900711756665369/

● Follow us on Twitter: https://twitter.com/textgraphs

● Join us on LinkedIn: https://www.linkedin.com/groups/4882867

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