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» Probabilistic Frame-Semantic Parsing
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ECML
2003
Springer
14 years 3 months ago
Optimizing Local Probability Models for Statistical Parsing
Abstract. This paper studies the properties and performance of models for estimating local probability distributions which are used as components of larger probabilistic systems â€...
Kristina Toutanova, Mark Mitchell, Christopher D. ...
LREC
2010
117views Education» more  LREC 2010»
13 years 11 months ago
Top-Performing Robust Constituency Parsing of Portuguese: Freely Available in as Many Ways as you Can Get it
In this paper we present LX-Parser, a probabilistic, robust constituency parser for Portuguese. This parser achieves ca. 88% f-score in the labeled bracketing task, thus reaching ...
João Silva, António Branco, Patricia...
COLING
2000
13 years 11 months ago
Finite-state Multimodal Parsing and Understanding
Multimodal interfaces require effective parsing and nn(lerstanding of utterances whose content is distributed across multiple input modes. Johnston 1998 presents an approach in wh...
Michael Johnston, Srinivas Bangalore
ICML
2010
IEEE
13 years 11 months ago
Climbing the Tower of Babel: Unsupervised Multilingual Learning
For centuries, scholars have explored the deep links among human languages. In this paper, we present a class of probabilistic models that use these links as a form of naturally o...
Benjamin Snyder, Regina Barzilay
EMNLP
2008
13 years 11 months ago
Learning with Probabilistic Features for Improved Pipeline Models
We present a novel learning framework for pipeline models aimed at improving the communication between consecutive stages in a pipeline. Our method exploits the confidence scores ...
Razvan C. Bunescu