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NLP-DBpedia 2013 : Free, open, interoperable and multilingual NLP for DBpedia and DBpedia for NLP

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Link: http://nlp-dbpedia2013.blogs.aksw.org/
 
When Oct 21, 2013 - Oct 22, 2013
Where Sydney, Australia
Submission Deadline Jul 8, 2013
Notification Due Aug 9, 2013
Categories    NLP
 

Call For Papers

NLP & DBpedia Workshop 2013


Free, open, interoperable and multilingual NLP for DBpedia and DBpedia for NLP:
http://nlp-dbpedia2013.blogs.aksw.org/

Collocated with the International Semantic Web Conference 2013 (ISWC 2013)
21-22 October 2013, in Sydney, Australia (*Submission deadline July 8th*)



Recently, the DBpedia community has experienced an immense increase in
activity and we believe, that the time has come to explore the connection
between DBpedia & Natural Language Processing (NLP) in a yet unpreceded
depth. The goal of this workshop can be summarized by this (pseudo-)
formula:

NLP & DBpedia == DBpedia4NLP && NLP4DBpedia
http://db0.aksw.org/downloads/CodeCogsEqn_bold2.gif

DBpedia has a long-standing tradition to provide useful data as well as a
commitment to reliable Semantic Web technologies and living best
practices. With the rise of WikiData, DBpedia is step-by-step relieved from
the tedious extraction of data from Wikipedia's infoboxes and can
shift its focus on new challenges such as extracting information from the
unstructured article text as well as becoming a testing ground for
multilingual NLP methods.


Contribution
-----------------------
Within the timeframe of this workshop, we hope to mobilize a community of
stakeholders from the Semantic Web area. We envision the workshop to produce
the following items:

* an open call to the DBpedia data consumer community will generate a
wish list of data, which is to be generated from Wikipedia by NLP
methods. This wish list will be broken down to tasks and benchmarks and a
GOLD standard will be created.

* the benchmarks and test data created will be collected and published
under an open license for future evaluation (inspired by OAEI and
UCI-ML). An overview of the benchmarks can be found here:
http://nlp-dbpedia2013.blogs.aksw.org/benchmarks

Please sign up to our mailing list, if you are interested in discussing
guidelines and NLP benchmarking:
http://lists.informatik.uni-leipzig.de/mailman/listinfo/nlp-dbpedia-public


Important dates
-----------------------------
8 July 2013, Paper Submission Deadline
9 August 2013, Notification of accepted papers sent to authors


Motivation
-----------------------
The central role of Wikipedia (and therefore DBpedia) for the creation of a
Translingual Web has recently been recognized by the Strategic Research
Agenda (cf. section 3.4, page 23) and most of the contributions of the
recently held Dagstuhl seminar on the Multilingual Semantic Web also stress
the role of Wikipedia for Multilingualism. As more and more
language-specific chapters of DBpedia appear (currently 14 language
editions), DBpedia is becoming a driving factor for a Linguistic Linked Open
Data cloud as well as localized LOD clouds with specialized domains
(e.g. the Dutch windmill domain ontology created from http://nl.dbpedia.org).

The data contained in Wikipedia and DBpedia have ideal properties for making
them a controlled testbed for NLP. Wikipedia and DBpedia are multilingual
and multi-domain, the communities maintaining these resource are very open
and it is easy to join and contribute. The open license allows data
consumers to benefit from the content and many parts are collaboratively
editable. Especially, the data in DBpedia is widely used and disseminated
throughout the Semantic Web.


NLP4DBpedia
--------------------------
DBpedia has been around for quite a while, infusing the Web of Data with
multi-domain data of decent quality. These triples are, however, mostly
extracted from Wikipedia infoboxes. To unlock the full potential of
Wikipedia articles for DBpedia, the information contained in the remaining
part of the articles needs to be analysed and triplified. Here, the NLP
techniques may be of favour.


DBpedia4NLP
---------------------------
On the other hand NLP, and information extraction techniques in particular,
involve various resources while processing texts from various domains. These
resources may be used e.g. as an element of a solution e.g. gazetteer being
an important part of a rule created by an expert or disambiguation resource,
or while delivering a solution e.g. within machine learning
approaches. DBpedia easily fits in both of these roles.

We invite papers from both these areas including:
1. Knowledge extraction from text and HTML documents (especially
unstructured and semi-structured documents) on the Web, using information
in the Linked Open Data (LOD) cloud, and especially in DBpedia.
2. Representation of NLP tool output and NLP resources as RDF/OWL, and
linking the extracted output to the LOD cloud.
3. Novel applications using the extracted knowledge, the Web of Data or
NLP DBpedia-based methods.

The specific topics are listed below.


Topics
---------------
- Improving DBpedia with NLP methods
- Finding errors in DBpedia with NLP methods
- Annotation methods for Wikipedia articles
- Cross-lingual data and text mining on Wikipedia
- Pattern and semantic analysis of natural language, reading the Web,
learning by reading
- Large-scale information extraction
- Entity resolution and automatic discovery of Named Entities
- Multilingual entity recognition task of real world entities
- Frequent pattern analysis of entities
- Relationship extraction, slot filling
- Entity linking, Named Entity disambiguation, cross-document
co-reference resolution
- Disambiguation through knowledge base
- Ontology representation of natural language text
- Analysis of ontology models for natural language text
- Learning and refinement of ontologies
- Natural language taxonomies modeled to Semantic Web ontologies
- Use cases for potential data extracted from Wikipedia articles
- Use cases of entity recognition for Linked Data applications
- Impact of entity linking on information retrieval, semantic search


Furthermore, an informal list of NLP tasks can be found on this Wikipedia
page:
http://en.wikipedia.org/wiki/Natural_language_processing#Major_tasks_in_NLP

These are relevant for the workshop as long as they fit into the DBpedia4NLP
and NLP4DBpedia frame (i.e. the used data evolves around Wikipedia and
DBpedia).


Submission formats
-------------------------------------

Paper submission
------------------------------
All papers must represent original and unpublished work that is not
currently under review. Papers will be evaluated according to their
significance, originality, technical content, style, clarity, and relevance
to the workshop. At least one author of each accepted paper is expected to
attend the workshop.

* Full research paper (up to 12 pages)
* Position papers (up to 6 pages)
* Use case descriptions (up to 6 pages)
* Data/benchmark paper (2-6 pages, depending on the size and complexity)

Note: data and benchmarks papers are meant to provide a citable reference
for your data and benchmarks. We kindly require, that you upload any data
you use to our benchmark repository in parallel to the submission. We
recommend to use an open license (e.g. CC-BY), but minimum requirement is
free use. Please write to the mailing list, if you have any problems.

Full instructions are available at:
http://nlp-dbpedia2013.blogs.aksw.org/submission/


Submission of data and use cases
--------------------------------------------------------
This workshop also targets non-academic users and developers. If you have
any (open) data (e.g. texts or annotations) that can be used for
benchmarking NLP tools, but do not want or needd to write an academic paper
about it, please feel free to just add it to this table:
http://tinyurl.com/nlp-benchmarks or upload it to our repository:
http://github.com/dbpedia/nlp-dbpedia

Full instructions are available at:
http://nlp-dbpedia2013.blogs.aksw.org/benchmarks/

Also if you have any ideas, use cases or data requests please feel free to
just post them on our mailing list: nlp-dbpedia-public [at]
lists.informatik.uni-leipzig.de or send them directly to the chairs:
nlp-dbpedia2013 [at] easychair.org


Program committee
-----------------------------------
* Guadalupe Aguado, Universidad Politécnica de Madrid, Spain
* Chris Bizer, Universität Mannheim, Germany
* Volha Bryl, Universität Mannheim, Germany
* Paul Buitelaar, DERI, National University of Ireland, Galway
* Charalampos Bratsas, OKFN, Greece,
(Aristotle University of Thessaloniki), Greece
* Philipp Cimiano, CITEC, Universität Bielefeld, Germany
* Samhaa R. El-Beltagy, (Nile University), Egypt
* Daniel Gerber, AKSW, Universität Leipzig, Germany
* Jorge Gracia, Universidad Politécnica de Madrid, Spain
* Max Jakob, Neofonie GmbH, Germany
* Anja Jentzsch, Hasso-Plattner-Institut, Potsdam, Germany
* Ali Khalili, AKSW, Universität Leipzig, Germany
* Daniel Kinzler, Wikidata, Germany
* David Lewis, Trinity College Dublin, Ireland
* John McCrae, Universität Bielefeld, Germany
* Uro¨ Milo¨ević, Institut Mihajlo Pupin, Serbia
* Roberto Navigli, Sapienza, Università di Roma, Italy
* Axel Ngonga, AKSW, Universität Leipzig, Germany
* Asunción Gómez Pérez, Universidad Politécnica de Madrid, Spain
* Lydia Pintscher, Wikidata, Germany
* Elena Montiel Ponsoda, Universidad Politécnica de Madrid, Spain
* Giuseppe Rizzo, Eurecom, France
* Harald Sack, Hasso-Plattner-Institut, Potsdam, Germany
* Felix Sasaki, Deutsches Forschungszentrum für künstliche Intelligenz,
Germany
* Mladen Stanojević, Institut Mihajlo Pupin, Serbia
* Hans Uszkoreit, Deutsches Forschungszentrum für künstliche Intelligenz,
Germany
* Rupert Westenthaler, Salzburg Research, Austria
* Feiyu Xu, Deutsches Forschungszentrum für künstliche Intelligenz,
Germany


Contact
-------------------
Of course we would prefer that you will post any questions and comments
regarding NLP and DBpedia to our public mailing list at:
nlp-dbpedia-public [at] lists.informatik.uni-leipzig.de

If you want to contact the chairs of the workshop directly, please write to:
nlp-dbpedia2013 [at] easychair.org

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