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    » Experiments with Learning Parsing Heuristics
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    ACL
    2006
    125views Computational Linguistics» more  ACL 2006»
    A Grammatical Approach to Understanding Textual Tables Using Two-Dimensional SCFGs
    14 years 11 months ago
    A Grammatical Approach to Understanding Textual Tables Using Two-Dimensional SCFGs
    Download  acl.ldc.upenn.edu
    We present an elegant and extensible model that is capable of providing semantic interpretations for an unusually wide range of textual tables in documents. Unlike the few existin...
    Dekai Wu, Ken Wing Kuen Lee
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    COLING
    2010
    150views Computational Linguistics» more  COLING 2010»
    Discriminative Induction of Sub-Tree Alignment using Limited Labeled Data
    14 years 4 months ago
    Discriminative Induction of Sub-Tree Alignment using Limited Labeled Data
    Download  www.comp.nus.edu.sg
    We employ Maximum Entropy model to conduct sub-tree alignment between bilingual phrasal structure trees. Various lexical and structural knowledge is explored to measure the syntac...
    Jun Sun, Min Zhang, Chew Lim Tan
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    ESANN
    2008
    278views Neural Networks» more  ESANN 2008»
    Learning to play Tetris applying reinforcement learning methods
    14 years 11 months ago
    Learning to play Tetris applying reinforcement learning methods
    Download  www.dice.ucl.ac.be
    In this paper the application of reinforcement learning to Tetris is investigated, particulary the idea of temporal difference learning is applied to estimate the state value funct...
    Alexander Groß, Jan Friedland, Friedhelm Sch...
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    JMLR
    2008
    230views more  JMLR 2008»
    Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
    14 years 9 months ago
    Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
    Download  www.stat.berkeley.edu
    Log-linear and maximum-margin models are two commonly-used methods in supervised machine learning, and are frequently used in structured prediction problems. Efficient learning of...
    Michael Collins, Amir Globerson, Terry Koo, Xavier...
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    EMNLP
    2009
    163views Natural Language Processing» more  EMNLP 2009»
    Parser Adaptation and Projection with Quasi-Synchronous Grammar Features
    14 years 7 months ago
    Parser Adaptation and Projection with Quasi-Synchronous Grammar Features
    Download  www.aclweb.org
    We connect two scenarios in structured learning: adapting a parser trained on one corpus to another annotation style, and projecting syntactic annotations from one language to ano...
    David A. Smith, Jason Eisner
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