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[NIPS workshop, call for papers] Cross-Lingual Technologies (xLiTe) - NIPS 2012 workshop

From: Achim Rettinger <rettinger@kit.edu>
Date: Mon, 20 Aug 2012 16:28:15 +0200
Message-ID: <8B50EF73-760F-45F1-A505-DBA07009531A@kit.edu>
To: Undisclosed recipients:;
xLiTe: The workshop on 'Cross-Lingual Technologies' will be held in conjunction with NIPS 2012. December 7, 2012. Lake Tahoe, Nevada, USA.

http://km.aifb.kit.edu/ws/xlite/

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Objectives
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Automatic text understanding has been an unsolved research problem for many years. This partially results from the dynamic and diverging nature of human languages, which ultimately results in many different varieties of natural language. This variations range from the individual level, to regional and social dialects, and up to seemingly separate languages and language families.

However, in recent years there have been considerable achievements in data driven approaches to computational linguistics exploiting the redundancy in the encoded information and the structures used. Those approaches are mostly not language specific or can even exploit redundancies across languages.

This progress in cross-lingual technologies is largely due to the increased availability of multilingual data in the form of static repositories or streams of documents. In addition parallel and comparable corpora like Wikipedia are easily available and constantly updated. Finally, cross-lingual knowledge bases like DBpedia can be used as an Interlingua to connect structured information across languages. This helps at scaling the traditionally monolingual tasks, such as information retrieval and intelligent information access, to multilingual and cross-lingual applications.

From the application side, there is a clear need for such cross-lingual technology and services. Available systems on the market are typically focused on multilingual tasks, such as machine translation, and don't deal with cross-linguality. A good example is one of the most popular news aggregators, namely Google News that collects news isolated per individual language. The ability to cross the border of a particular language would help many users to consume the breadth of news reporting by joining information in their mother tongue with information from the rest of the world.

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Important Dates
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‣ Early Submission: Sept 16, 2012
‣ Early Notification: Oct 7, 2012
‣ Late/Re- Submission: Oct 21, 2012
‣ Late Notification: Oct 28, 2012
‣ Workshop Day: Dec 7, 2012

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Call for Papers
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The workshop on cross-Lingual Technologies (xLiTe) offers a platform for discussing algorithms and applications for statistical analysis of language resources covering many languages.

The xLiTe workshop is aimed at techniques, which strive for flexibility making them applicable across languages and language varieties with less manual effort and manual labeled training data. Such approaches might also be beneficial for solving the pressing task of analyzing the continuously evolving natural language varieties that are not well formed. Such data typically originates from social media, like text messages, forum posts or tweets and often is highly domain dependent.

Ideal contributions cover one or more of the topics listed below:
‣ Unsupervised and weakly supervised learning methods for cross-lingual technologies
‣ Cross-lingual technologies beyond statistical machine translation
‣ Cross-lingual representations of linguistic structure

And cover cross-lingual tasks, such as: 
‣ Information diffusion across the languages 
‣ Cross-lingual document linking and comparison 
‣ Cross-lingual topic modeling 
‣ Cross-lingual information extraction 
‣ Cross-lingual semantic distances 
‣ Cross-lingual semantic parsing 
‣ Cross-lingual disambiguation 
‣ Cross-lingual semantic annotation
‣ Cross-lingual language resources and knowledge bases 

For submission instructions see
http://km.aifb.kit.edu/ws/xlite/

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Confirmed Speakers
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‣ Ryan McDonald - Google Research
‣ Bill Dolan - Microsoft Research
‣ Evan Sandhaus - New York Times
‣ Ivan Titov - Saarland University

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Organizers
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‣ Achim Rettinger - Karlsruhe Institute of Technology
‣ Xavier Carreras - Technical University of Catalunya
‣ Marko Grobelnik - Jozef Stefan Institute
‣ Juanzi Li - Tsinghua University
‣ Blaz Fortuna - Jozef Stefan Institute


--
Achim Rettinger
Karlsruhe Institute of Technology (KIT)
www.aifb.kit.edu/web/Achim_Rettinger/en
Received on Monday, 20 August 2012 14:29:04 UTC

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