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EACL
2006
ACL Anthology
13 years 9 months ago
Making Tree Kernels Practical for Natural Language Learning
In recent years tree kernels have been proposed for the automatic learning of natural language applications. Unfortunately, they show (a) an inherent super linear complexity and (...
Alessandro Moschitti
EACL
2006
ACL Anthology
13 years 9 months ago
Determining Word Sense Dominance Using a Thesaurus
The degree of dominance of a sense of a word is the proportion of occurrences of that sense in text. We propose four new methods to accurately determine word sense dominance using...
Saif Mohammad, Graeme Hirst
EACL
2006
ACL Anthology
13 years 9 months ago
Online Learning of Approximate Dependency Parsing Algorithms
In this paper we extend the maximum spanning tree (MST) dependency parsing framework of McDonald et al. (2005c) to incorporate higher-order feature representations and allow depen...
Ryan T. McDonald, Fernando C. N. Pereira
EACL
2006
ACL Anthology
13 years 9 months ago
Discriminative Sentence Compression with Soft Syntactic Evidence
We present a model for sentence compression that uses a discriminative largemargin learning framework coupled with a novel feature set defined on compressed bigrams as well as dee...
Ryan T. McDonald
EACL
2006
ACL Anthology
13 years 9 months ago
Inheritance and the CCG Lexicon
I propose a uniform approach to the elimination of redundancy in CCG lexicons, where grammars incorporate inheritance hierarchies of lexical types, defined over a simple, feature-...
Mark McConville
EACL
2006
ACL Anthology
13 years 9 months ago
Computing Term Translation Probabilities with Generalized Latent Semantic Analysis
Term translation probabilities proved an effective method of semantic smoothing in the language modelling approach to information retrieval. We use Generalized Latent Semantic Ana...
Irina Matveeva, Gina-Anne Levow
EACL
2006
ACL Anthology
13 years 9 months ago
Web Text Corpus for Natural Language Processing
Web text has been successfully used as training data for many NLP applications. While most previous work accesses web text through search engine hit counts, we created a Web Corpu...
Vinci Liu, James R. Curran
EACL
2006
ACL Anthology
13 years 9 months ago
CDER: Efficient MT Evaluation Using Block Movements
Most state-of-the-art evaluation measures for machine translation assign high costs to movements of word blocks. In many cases though such movements still result in correct or alm...
Gregor Leusch, Nicola Ueffing, Hermann Ney
EACL
2006
ACL Anthology
13 years 9 months ago
Bootstrapping Named Entity Recognition with Automatically Generated Gazetteer Lists
Current Named Entity Recognition systems suffer from the lack of hand-tagged data as well as degradation when moving to other domain. This paper explores two aspects: the automati...
Zornitsa Kozareva
EACL
2006
ACL Anthology
13 years 9 months ago
Grammatical Role Labeling with Integer Linear Programming
In this paper, we present a formalization of grammatical role labeling within the framework of Integer Linear Programming (ILP). We focus on the integration of subcategorization i...
Manfred Klenner