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EMNLP
2009
14 years 7 months ago
Accuracy-Based Scoring for DOT: Towards Direct Error Minimization for Data-Oriented Translation
In this work we present a novel technique to rescore fragments in the Data-Oriented Translation model based on their contribution to translation accuracy. We describe three new re...
Daniel Galron, Sergio Penkale, Andy Way, I. Dan Me...
EMNLP
2009
14 years 7 months ago
Finding Short Definitions of Terms on Web Pages
We present a system that finds short definitions of terms on Web pages. It employs a Maximum Entropy classifier, but it is trained on automatically generated examples; hence, it i...
Gerasimos Lampouras, Ion Androutsopoulos
EMNLP
2009
14 years 7 months ago
A Compact Forest for Scalable Inference over Entailment and Paraphrase Rules
A large body of recent research has been investigating the acquisition and application of applied inference knowledge. Such knowledge may be typically captured as entailment rules...
Roy Bar-Haim, Jonathan Berant, Ido Dagan
ICGI
2004
Springer
15 years 3 months ago
Learning Stochastic Finite Automata
Abstract. Stochastic deterministic finite automata have been introduced and are used in a variety of settings. We report here a number of results concerning the learnability of th...
Colin de la Higuera, José Oncina
TAL
2004
Springer
15 years 3 months ago
Unsupervised Training of a Finite-State Sliding-Window Part-of-Speech Tagger
A simple, robust sliding-window part-of-speech tagger is presented and a method is given to estimate its parameters from an untagged corpus. Its performance is compared to a standa...
Enrique Sánchez Villamil, Mikel L. Forcada,...