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» Automatic Alignment in Parallel Corpora
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ACL
2009
13 years 6 months ago
Unsupervised Multilingual Grammar Induction
We investigate the task of unsupervised constituency parsing from bilingual parallel corpora. Our goal is to use bilingual cues to learn improved parsing models for each language ...
Benjamin Snyder, Tahira Naseem, Regina Barzilay
ACL
2009
13 years 6 months ago
Data Cleaning for Word Alignment
Parallel corpora are made by human beings. However, as an MT system is an aggregation of state-of-the-art NLP technologies without any intervention of human beings, it is unavoida...
Tsuyoshi Okita
ACL
2008
13 years 10 months ago
Unsupervised Translation Induction for Chinese Abbreviations using Monolingual Corpora
Chinese abbreviations are widely used in modern Chinese texts. Compared with English abbreviations (which are mostly acronyms and truncations), the formation of Chinese abbreviati...
Zhifei Li, David Yarowsky
LREC
2010
150views Education» more  LREC 2010»
13 years 10 months ago
The Impact of Grammar Enhancement on Semantic Resources Induction
In this paper describes the effects of the evolution of an Italian dependency grammar on a task of multilingual FrameNet acquisition. The task is based on the creation of virtual ...
Luca Dini, Giampaolo Mazzini
LREC
2010
164views Education» more  LREC 2010»
13 years 10 months ago
Enhanced Infrastructure for Creation and Collection of Translation Resources
Statistical Machine Translation (MT) systems have achieved impressive results in recent years, due in large part to the increasing availability of parallel text for system trainin...
Zhiyi Song, Stephanie Strassel, Gary Krug, Kazuaki...