From: Sara Tonelli <satonellifbk.eu>
Subject: Learning by Reading in the Real World
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Full Title: Learning by Reading in the Real World
Short Title: LERREW
Date: 15-Sep-2011 - 15-Sep-2011
Location: Palermo, Italy
Contact Person: Sara Tonelli
Meeting Email: < click here to access email >
Web Site: https://sites.google.com/a/aixia.it/nlp/lerrew2011
Linguistic Field(s): Computational Linguistics
Call Deadline: 30-Apr-2011
This workshop is about the new framework known as 'Learning by Reading' and will mainly deal with the issues of acquiring and using background knowledge in NLP applications, of exploiting structured data for the semantic annotation of texts and of performing semantic enrichment of documents for deep understanding.
Currently, almost all successful AI systems need to rely on sufficient relevant knowledge about a problem domain in order to perform a task. Such knowledge needs to be consistent and expressed in a logical formalism of some type. Since manually encoding such knowledge can become prohibitively expensive, the possibility to automatically acquire it from naturally occurring text and to convert it into a deep logical notation would greatly improve the systems' performance.
The NLP community has become increasingly aware of this new framework, also known as 'Learning by Reading', and several events concerning different aspects of this approach have been organized recently, such as the 1st International Workshop on Formalisms and Methodology for Learning by Reading, the IJCAI-2011Workshop on Learning by Reading and its Applications in Intelligent Question-Answering, as well as the CLEF 2011 Evaluation Campaign on Question Answering for Machine Reading Evaluation.
The workshop is supported by the interest group on NLP of the AI*IA (https://sites.google.com/a/aixia.it/nlp/). Additional sponsorship is foreseen by the LiveMemories project (http://www.livememories.org/).
Invited Speaker: TBA
Sara Tonelli - FBK-irst (co-chair; contact: satonellifbk.eu)
Fabio Zanzotto - University of Rome Tor Vergata (co-chair)
Roberto Basili - University of Rome Tor Vergata (co-chair)
Bernardo Magnini - FBK-irst (co-chair)
Steven Bethard, Katholieke Universiteit Leuven
Volha Bryl - FBK-irst
Philipp Cimiano, University of Bielefeld
Claudio Giuliano - FBK-irst
Iryna Gurevych, University of Darmstadt
Rodolfo Delmonte, University of Venice
Ruth Mulkar-Mehta, ISI, University of Southern California
Sergei Nirenburg, UMBC
Marco Pennacchiotti, Yahoo! Inc.
Massimo Poesio, CIMeC
Josef Ruppenhofer, University of Saarbruecken
Gianni Semeraro, University of Bari
Caroline Sporleder, University of Saarbruecken
Yorick Wilks, University of Sheffield
Call for Papers:
With respect to previous events, this workshop will be more focused on the role of background knowledge in Machine Reading applications. More specifically, we particularly encourage the submission of unpublished papers addressing the issues of acquiring and using background knowledge in NLP applications, of exploiting structured data for the semantic annotation of texts and of performing semantic enrichment of documents for deep understanding
Topics of Interest:
Topics of interest include (but are not limited to) methods and paradigms for:
- Analysis, merging and linking of existing knowledge sources such as Wikipedia
- Knowledge extraction from text vs. using pre-built knowledge sources
- Bridging knowledge gaps in text through inference
- Identification of implicit knowledge in text including null instantiated semantic roles
- Bootstrapping learning
- Portability techniques of machine reading approaches for closed domains
- Recognizing temporal sequences, casuality and other semantic relations between events in texts
- Machine-reading based applications, including question answering systems
- Ontology learning, merging and expansion
- Intrinsic evaluation of inference methods
Submission deadline: April 30, 2011
Notification of acceptance: May 16, 2011
Camera-ready papers due: May 31, 2011
Workshop: September 15, 2011
Authors are invited to submit full papers of up to 8 pages (including references) in electronic format. We also solicit short contributions of up to 4 pages presenting challenge or position papers. As reviewing will be blind, please ensure that papers are anonymous.
For submission details, see the workshop web site: https://sites.google.com/a/aixia.it/nlp/lerrew2011
The workshop organizers are considering the opportunity to publish selected and revised versions of the workshop papers as a special issue of Intelligenza Artificiale - the International Journal of the AI*IA, in the second half of 2012 (http://www.iospress.nl/loadtop/load.php?isbn=17248035).
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