LINGUIST List 27.1599
Wed Apr 06 2016
Calls: Comp Ling/Germany
Editor for this issue: Amanda Foster <amandalinguistlist.org>
Kay-Michael Würzner <wuerzner
ACL Workshop on statistical NLP and weighted automata E-mail this message to a friend
Full Title: ACL Workshop on statistical NLP and weighted automata
Short Title: StatFSM 2016
Date: 12-Aug-2016 - 12-Aug-2016
Location: Berlin, Germany
Contact Person: Kay-Michael Würzner
Meeting Email: < click here to access email >
Web Site: http://zwei.dwds.de/statfsm/
Linguistic Field(s): Computational Linguistics
Call Deadline: 08-May-2016
ACL SIGFSM is organizing a workshop on statistical NLP and weighted automata with special theme ''automata-based techniques in optical character recognition'' co-located with ACL 2016 in Berlin.
The past 20 years have seen a fundamental paradigm shift in the field of automated natural language processing: though long dominated by rule-based techniques, the vast majority of contemporary approaches are now based on underlying statistical models. Many classes of statistical models such as Hidden Markov Models have direct connections to graph- rsp. automata-theory. Open research questions remain however regarding the formal relation between automata and other popular statistical models such as Conditional Random Fields or Support Vector Machines.
The purpose of the workshop is to bring together researchers interested in statistical natural language processing, automata theory and application. While the interests and methods of these different communities overlap considerably, there has been little institutional recognition of shared problems and techniques.
Special Theme: Automata-Based Techniques in Optical Character Recognition
Increasing efforts by libraries and publishing houses to digitize sources not originating in electronic form and the resulting vast quantity of digitally available books has led in recent years to a commensurate demand for high-quality, flexible, and cost-efficient text transcription techniques, Optical Character Recognition (OCR) being of great interest in this regard. Paralleling the increased use of OCR techniques on the part of text providers, interest in computational linguistic research on the topic has grown as well, since many typical OCR-related tasks touch on the discipline's core issues. Our proposed special theme is aimed to reflect the growing interest in OCR-related topics from the fields of computational linguistics and digital humanities on the one hand, and to raise awareness of the associated challenges among the automata research community on the other.
We are happy to announce that Professor Jason Eisner (Johns Hopkins University) has agreed to give a keynote at the workshop.
Borja Balle (Lancaster University, UK)
Francisco Casacuberta (Instituto Tecnológico de Informática, Spain)
Simon Clematide (University of Zurich, Switzerland)
Gregory Crane (University of Leipzig, Germany)
Frank Drewes (Umeå University, Sweden)
Jason Eisner (Johns Hopkins University, Baltimore, MD, USA)
Colin de la Higuera (Nantes University, France)
Mans Hulden (University of Colorado, Boulder, CO, USA)
Krister Lindén (University of Helsinki, Finnland)
Kevin Knight (University of Southern California, CA, USA)
Marcus Eichenberger-Liwicki (University of Kaiserslautern, Germany)
Stoyan Mihov (Bulgarian Academy of Sciences, Sofia, Bulgaria)
Mark-Jan Nederhof (University of St Andrews, UK)
Michael Riley (Google Inc., USA)
Martin Reynaert (Tilburg University, the Netherlands)
Brian Roark (Google Inc., USA)
Richard Sproat (Google Inc., USA)
Heiko Vogler (Dresden University of Technology, Germany)
Bruce Watson (Stellenbosch University, South Africa)
Bryan Jurish (Berlin Brandenburg Academy of Sciences and Humanities)
Andreas Maletti (Stuttgart University)
Uwe Springmann (HU Berlin, LMU Munich)
Kay-Michael Würzner (Berlin Brandenburg Academy of Sciences and Humanities)
Call for Papers:
We invite researchers to submit papers containing substantial, original, and unpublished research, potentially including strong work in progress. Appropriate topics include (but are not limited to) the following:
- Weighted automata, their theory and applications,
- Statistical NLP; in particular approaches using finite-state techniques,
- Rresults concerning the relation of statistical models and weighted automata,
- Automata-based formalizations or implementations of statistical methods,
- Machine learning approaches relating to the other topics,
- Machine learning of finite-state models of natural language,
- Systems and frameworks for OCR/OLR with a connection to automata-based methods,
- Statistical approaches to automated page segmentation and document analysis,
- Supervised or unsupervised extraction of lexica, language- or error-models for OCR post-correction, and
- Systems and frameworks for post-correction or -segmentation of OCR output texts, especially those making use of weighted automata.
All submissions should follow the ACL 2016 style guidelines and must be in PDF format. Style files are available for download from the ACL 2016 website at http://acl2016.org/files/acl2016.zip
Long papers which describe substantial, original, completed and unpublished work may consist of up to eight (8) pages of content, plus references. Short papers which report focused contributions, ongoing research, negative results or system descriptions may consist of up to four (4) pages of content, plus references.
Reviewing will be double-blind, and thus no author information should be included in the papers; self-reference should be avoided as well. Papers that do not conform to these requirements will be rejected without review. Accepted papers will appear in the workshop proceedings.
Papers should be submitted electronically using the Softconf START conference management system via: https://www.softconf.com/acl2016/StatFSM/
Please choose the appropriate submission type from the submission page.
Submissions must be uploaded by the submission deadline 8 May, 2016 (11:59pm GMT -12 hours).
8 May 2016: Long and Short Paper submission deadline
5 June 2016: Notification of acceptance
22 June 2016: Camera-ready deadline
12 August 2016: Workshop
Page Updated: 06-Apr-2016