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NAACL
2007
15 years 1 months ago
Creating a Knowledge Base from a Collaboratively Generated Encyclopedia
We present our work on using Wikipedia as a knowledge source for Natural Language Processing. We first describe our previous work on computing semantic relatedness from Wikipedia...
Simone Paolo Ponzetto
NAACL
2007
15 years 1 months ago
Bayesian Inference for PCFGs via Markov Chain Monte Carlo
This paper presents two Markov chain Monte Carlo (MCMC) algorithms for Bayesian inference of probabilistic context free grammars (PCFGs) from terminal strings, providing an altern...
Mark Johnson, Thomas L. Griffiths, Sharon Goldwate...
NAACL
2007
15 years 1 months ago
A Comparison of Pivot Methods for Phrase-Based Statistical Machine Translation
We compare two pivot strategies for phrase-based statistical machine translation (SMT), namely phrase translation and sentence translation. The phrase translation strategy means t...
Masao Utiyama, Hitoshi Isahara
NAACL
2007
15 years 1 months ago
Chinese Named Entity Recognition with Cascaded Hybrid Model
We propose a high-performance cascaded hybrid model for Chinese NER. Firstly, we use Boosting, a standard and theoretically wellfounded machine learning method to combine a set of...
Xiaofeng Yu
NAACL
2007
15 years 1 months ago
Comparing Wikipedia and German Wordnet by Evaluating Semantic Relatedness on Multiple Datasets
We evaluate semantic relatedness measures on different German datasets showing that their performance depends on: (i) the definition of relatedness that was underlying the constr...
Torsten Zesch, Iryna Gurevych, Max Mühlhä...
Computational Linguistics
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