Workshop Topics:
Topics
of interest for papers, posters, and software demonstrations of
original and unpublished work include, but are not limited to: - semantic disambiguation with deep learning
-
neural networks and logic rules for semantic compositionality
- learning semantic similarity and encoding distances as knowledge graph
- deep learning semantic annotations
- information retrieval and extraction with knowledge graphs and deep learning models
- Deep Structured Semantic Models (DSSM) for the Semantic Web
-
multilingual semantic deep learning
- learning and applying knowledge graph embeddings
- reasoning with deep learning methods
-
deep learning models for ontology learning from text
- predicting ontological relations with deep learning
- deep learning Linked Data
- ontology-based classification
- learning semantic role labeling
- investigation of compatibilities and incompatibilities between deep learning and Semantic Web approaches
Submissions:
Full papers: mature research work describing original research and its validation (6-8 pages, not including references)
Short papers: research papers describing original research (3-4 pages, not including references)
Project/demonstration notes: recent, ongoing or planned projects, early results and working demos (2-4 pages, including references)
Submission of papers is through the submission site of the ISA-13 workshop.
For the formatting of submissions please follow the IWCS 2017 Formatting Instructions.
Important dates:
Paper submission deadline:
10 July 2017 - 23:59 Hawaii Time
Notifications:
31 July 2017Camera-ready version:
4 September 2017Workshop:
19 September 2017
Location:
Semantic Deep Learning is a workshop collocated with the 12th International Conference on Computational Semantics (IWCS) and will take place in Montpellier, France on 19 September 2017.
Organizing Committee:
Georg Heigold, DFKI GmbH, Germany
Dagmar Gromann, Artificial Intelligence Research Institute (IIIA - CSIC), Spain
Thierry Declerck, Saarland University & DFKI GmbH, Germany
Program Committee:
Kemo Adrian, Artificial Intelligence Research Institute (IIIA-CSIC), Bellaterra, Spain
Luis Espinosa Anke,
Savana, Madrid, Spain
Leon Derczynski, University of Sheffield, UK
Stratos Kontopoulos, Multimedia Knowledge & Social Media Analytics Laboratory, Thessaloniki, Greece
Brigitte Krenn, Austrian Research Institute for AI, Vienna, Austria
Enrico Santus, The Hong Kong Polytechnic University, Hong Kong
Felix Sasaki, W3C & DFKI GmbH, Berlin, Germany
Vered Shwartz, Bar-Ilan University, Ramat Gan, Isreal
Michael Spranger, Sony Computer Science Laboratories Inc., Tokyo, Japan
Arkaitz Zubiaga, University of Warwick, Coventry, UK