[Corpora-List] ACL 2014 Workshop on Metaphor in NLP: First call for papers
Ekaterina Shutova
katia at berkeley.edu
Tue Dec 3 19:20:39 UTC 2013
FIRST CALL FOR PAPERS
*The Second Workshop on Metaphor in NLP *
(co-located with ACL 2014)
Baltimore, MD, USA – June 26, 2014
*https://sites.google.com/site/workshoponmetaphorinnlp/
<https://sites.google.com/site/workshoponmetaphorinnlp/>*
Submission deadline: March 25, 2014
*WORKSHOP DESCRIPTION*
Metaphor processing is a rapidly growing area in NLP. The ubiquity of
metaphor in language has been established in a number of corpus studies and
the role it plays in human reasoning has been confirmed in psychological
experiments. This makes metaphor an important research area for
computational and cognitive linguistics, and its automatic identification
and interpretation indispensable for any semantics-oriented NLP application.
The work on metaphor in NLP and AI started in the 1980s, providing us with
a wealth of ideas on the structure and mechanisms of the phenomenon. The
last decade witnessed a technological leap in natural language computation,
whereby manually crafted rules gradually give way to more robust
corpus-based statistical methods. This is also the case for metaphor
research. In the recent years, the problem of metaphor modeling has been
steadily gaining interest within the NLP community, with a growing number
of approaches exploiting statistical techniques. Compared to more
traditional approaches based on hand-coded knowledge, these more recent
methods tend to have a wider coverage, as well as be more efficient,
accurate and robust. However, even the statistical metaphor processing
approaches so far often focused on a limited domain or a subset of
phenomena. At the same time, recent work on computational lexical semantics
and lexical acquisition techniques, as well as a wide range of NLP methods
applying machine learning to open-domain semantic tasks, open many new
avenues for creation of large-scale robust tools for recognition and
interpretation of metaphor.
The main focus of the workshop will be on computational modeling of
metaphor using state-of-the-art NLP techniques. However, papers on
cognitive, linguistic, and applied aspects of metaphor are also of
interest, provided that they are presented within a computational, a formal
or a quantitative framework. We also encourage descriptions of proposals
and data sets for shared tasks on metaphor processing. In comparison to
last year's workshop, the Second Workshop on Metaphor in NLP will broaden
its scope by encouraging submissions on special themes of computational
processing of emotions and affect in metaphor, as well as processing of
metaphorical language in social media.
The workshop will solicit both full papers and short papers for either
oral or poster presentation.
Topics will include, but will not be limited to, the following:
*Identification and interpretation of different levels and types of
metaphor*
Conceptual and linguistic metaphor
Lexical metaphor
Multiword metaphorical expressions
Extended metaphor / metaphor in discourse
Conventional / novel / deliberate metaphor
*Metaphor processing systems that incorporate state-of-the-art NLP methods*
Statistical metaphor processing
The use of lexical resources for metaphor processing
The use of corpora for metaphor processing
Distributional methods for metaphor processing
Supervised and unsupervised learning for metaphor processing
Identification of conceptual and linguistic metaphor
Identification and interpretation of lexical metaphor / multiword metaphor
/ extended metaphor
Lexical metaphor interpretation vs. word sense disambiguation
Metaphor paraphrasing
Generation of metaphorical expressions
Metaphor translation and multilingual metaphor processing
*Metaphor resources and evaluation*
Metaphor annotation in corpora
Metaphor in lexical resources
Reliability of metaphor annotation
Datasets for evaluation of metaphor processing tools
Metaphor evaluation methodologies and frameworks
Descriptions of proposals for shared tasks on metaphor processing
*Metaphor processing for external NLP applications*
Metaphor in machine translation
Metaphor in opinion mining
Metaphor in information retrieval
Metaphor in educational applications
Metaphor in dialog systems
Metaphor in open-domain and domain-specific applications
*Metaphor and cognition*
Computational approaches to metaphor inspired by cognitive evidence
Cognitive models of metaphor processing by the human brain
Models of metaphor across languages and cultures
*Metaphor interaction with other phenomena (within a computational, formal
or quantitative framework)*
Metaphor and compositionality
Metaphor and abstractness / concreteness
Metaphor and sentiment
Metaphor and persuasion
Metaphor and argumentation
Metaphor and metonymy
Metaphor and grammar
*Metaphor and sentiment*
The use of metaphorical language to express stronger sentiment / evaluation
Sentiment processing systems that make use of metaphor as a feature
Sentiment processing systems that detect affect associated with
metaphorical expressions
*Metaphor in social media*
Processing of metaphorical language in blogging, twitter and other social
media
How metaphorical language helps shape communication in social media
The influence of metaphor on social dynamics
*IMPORTANT DATES*
March 25, 2014 Paper submissions due (23:59 East Coast USA time)
April 14, 2014 Notification of Acceptance
April 28, 2014 Camera-ready papers due
June 26, 2014 Workshop in Baltimore, Maryland, USA
*SUBMISSION INFORMATION*
Authors are invited to submit a full paper of up to 8 pages, with up to 2
additional pages for references. We also inviteshort papers of up to 4
pages, with up to 2 additional pages for references.
All submissions should follow the two-column format of ACL 2014
proceedings. Please use ACL LaTeX style files or Microsoft Word style files
tailored for this year's conference; these style files are available from
ACL 2014 website. Submissions must conform to the official style
guidelines, which are contained in the style files, and they must be
electronic in PDF format. Please see acl2014.pdf for detailed formatting
instructions.
Previously published papers cannot be accepted. The submissions will be
reviewed by the program committee. As reviewing will be blind, please
ensure that papers are anonymous. Self-references that reveal the author's
identity, e.g., "We previously showed (Smith, 1991) ...", should be
avoided. Instead, use citations such as "Smith previously showed (Smith,
1991) ...". Papers that do not conform to these requirements will be
rejected without review. In addition, please do not post your submissions
on the web until after the review process is complete.
*WORKSHOP CO-CHAIRS*
Beata Beigman Klebanov, Educational Testing Service, USA
Ekaterina Shutova, University of California, Berkeley, USA
Patricia Lichtenstein, University of California, Merced, USA
*PROGRAM COMMITTEE*
John Barnden, University of Birmingham, UK
Yulia Badryzlova, Higher School of Economics, Moscow, Russia
Ted Briscoe, University of Cambridge, UK
Danushka Bollegala, University of Liverpool, UK
Stephen Clark, University of Cambridge, UK
Paul Cook, University of Melbourne, Australia
Gerard de Melo, University of California at Berkeley, USA
Jonathan Dunn, Purdue University, USA
Anna Feldman, Montclair State University, USA
Jerry Feldman, University of California at Berkeley, USA
Michael Flor, Educational Testing Service, USA
Yanfen Hao, Hour Group Inc., Calgary, Alberta, Canada
Ed Hovy, Carnegie Mellon University, USA
Valia Kordoni, Humboldt University Berlin, Germany
Mark Lee, University of Birmingham, UK
Annie Louis, University of Edinburgh, UK
Katja Markert, University of Leeds, UK
James H. Martin, University of Colorado at Boulder, USA
Saif Mohammad, National Research Council Canada, Canada
Behrang Mohit, Carnegie Mellon University in Qatar, Qatar
Preslav Nakov, Qatar Computing Research Institute, Qatar
Srini Narayanan, University of California, Berkeley, USA
Ani Nenkova, University of Pennsylvania, USA
Yair Neuman, Ben Gurion University, Israel
Malvina Nissim, University of Bologna, Italy
Thierry Poibeau, Ecole Normale Superieure and CNRS, France
Antonio Reyes, Instituto Superior de Iterpretes y Traductores, Mexico
Paolo Rosso, Universidad Politécnica de Valencia, Spain
Eyal Sagi, Northwestern University, USA
Sabine Schulte im Walde, Stuttgart University, Germany
Diarmuid O'Seaghdha, University of Cambridge, UK
Caroline Sporleder, Saarland University, Germany
Mark Steedman, University of Ediburgh, UK
Gerard Steen, VU University of Amsterdam, The Netherlands
Mark Stevenson, University of Sheffield, UK
Carlo Strapparava, Fondazione Bruno Kessler, Italy
Tomek Strzalkowski, State University of New York at Albany, USA
Marc Tomlinson, LCC, USA
Oren Tsur, Hebrew University, Israel
Peter Turney, National Research Council Canada, Canada
Tony Veale, Korean Advanced Institute for Science and Technology, Republic
of Korea
Aline Villavicencio, Federal University of Rio Grande do Sul, Brazil and
MIT, USA
Andreas Vlachos, University of Cambridge, UK
Jan Wiebe, University of Pittsburgh, USA
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