EMNLP
2007
13 years 9 months ago
2007
This paper proposes a new bootstrapping approach to unsupervised part-of-speech induction. In comparison to previous bootstrapping algorithms developed for this problem, our appro...
EMNLP
2007
13 years 9 months ago
2007
We address the problem of training the free parameters of a statistical machine translation system. We show significant improvements over a state-of-the-art minimum error rate tr...
EMNLP
2007
13 years 9 months ago
2007
We show for the first time that incorporating the predictions of a word sense disambiguation system within a typical phrase-based statistical machine translation (SMT) model cons...
EMNLP
2007
13 years 9 months ago
2007
This paper reports a hybridization experi ment, where a baseline ML dependency pars er, LingPars, was allowed access to Con straint Grammar ...
EMNLP
2007
13 years 9 months ago
2007
It is possible to reduce the bulk of phrasetables for Statistical Machine Translation using a technique based on the significance testing of phrase pair co-occurrence in the para...
EMNLP
2007
13 years 9 months ago
2007
This paper presents an empirical study on how different selections of input translation systems affect translation quality in system combination. We give empirical evidence that t...
EMNLP
2007
13 years 9 months ago
2007
In this paper, we address the problem of extracting data records and their attributes from unstructured biomedical full text. There has been little effort reported on this in the ...
EMNLP
2007
13 years 9 months ago
2007
We present a new approach to automatic summarization based on neural nets, called NetSum. We extract a set of features from each sentence that helps identify its importance in the...
EMNLP
2007
13 years 9 months ago
2007
Approaches to plural reference generation emphasise descriptive brevity, but often lack empirical backing. This paper describes a corpus-based study of plural descriptions, and pr...
EMNLP
2007
13 years 9 months ago
2007
Three versions of the Covington algorithm for non-projective dependency parsing have been tested on the ten different languages for the Multilingual track of the CoNLLX Shared Tas...