From: Irina Matveeva <irina.matveevagmail.com>
Subject: TextGraphs-6 at ACL-HLT 2011
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Full Title: TextGraphs-6 at ACL-HLT 2011
Short Title: TextGraphs
Date: 23-Jun-2011 - 23-Jun-2011
Location: Portland, Oregon, USA
Contact Person: Fabio Zanzotto
Meeting Email: < click here to access email >
Web Site: http://www.textgraphs.org/ws11
Linguistic Field(s): Computational Linguistics
Call Deadline: 08-Apr-2011
TextGraphs-6 at ACL-HLT 2011
Graph-based Methods for Natural Language Processing
Special Theme: ‘Graphs in Structured Input/Output Learning’
The TextGraphs workshop series addresses a broad spectrum of research areas and brings together specialists working on graph-based models and algorithms for NLP and computational linguistics, as well as on the theoretical foundations of related graph-based methods. This workshop series is aimed at fostering an exchange of ideas by facilitating a discussion about both the techniques and the theoretical justification of the empirical results among the NLP community members.
Call for Papers:
TextGraphs-6 submission deadline is extended to April 8, 11:59 p.m. PST.
We invite submissions on the following (but not limited to) general topics (including those from the special theme):
- Graphical and conditional models, e.g. conditional random field, LDA
- Algorithms for graph output, e.g. structured SVMs, perceptron
- Kernel methods for graphs, e.g. random walk, tree and sequence kernels
- Relational learning using graphs
- Integer linear programming with graph-based constraints
- Automatic analysis of linking structures, e.g. web documents, blogs
- Graph methods for syntactic/semantic parsing
- Learning social graphs
- Graph-based representations, acquisition and evaluation of lexicon and ontology
- Dynamic graph representations for NLP
- Properties of lexical, semantic, syntactic and phonological graphs
- Clustering-based algorithms
- Application of spectral graph theory in NLP
- Unsupervised and semi-supervised learning models based-on graphs
- Graph methods for NLP tasks, e.g. morpho-syntactic annotation, word sense disambiguation, syntactic/semantic parsing
- Graph methods for NLP applications, e.g. retrieval, extraction and summarization of information
- Semantic inference using graphs, e.g. question answering and text entailment recognition
Submissions should consist of:
- Regular full papers of max. 8 pages (one additional page for the Reference section only is allowed - for a maximum of 9 pages)
- Regular short papers of max. 4 pages (one additional page for the Reference section only is allowed for a maximum of 5 pages)
- Position papers of max. 4 pages (describing new scenarios for the use of graphs for text processing, especially in the field of Graphs in Structured Input/Output Learning)
In order to facilitate blind reviewing, the authors should omit their names and affiliations from the paper. Furthermore, self-references that reveal the author identity, e.g., 'We previously showed (Smith, 1991)' must 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.
All submissions must be electronic in PDF and must be formatted using the ACL-HLT 2011 Style Files (see http://www.acl2011.org/call.shtml#submission).
Papers should be submitted to the START Conference Manager at https://www.softconf.com/acl2011/textgraphs/.
Please see the workshop website for more details: http://www.textgraphs.org/ws11
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