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    EMNLP
    2008
    114views Natural Language Processing» more  EMNLP 2008»
    Dependency-based Semantic Role Labeling of PropBank
    14 years 29 days ago
    Dependency-based Semantic Role Labeling of PropBank
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    We present a PropBank semantic role labeling system for English that is integrated with a dependency parser. To tackle the problem of joint syntactic
    Richard Johansson, Pierre Nugues
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    EMNLP
    2008
    159views Natural Language Processing» more  EMNLP 2008»
    A Japanese Predicate Argument Structure Analysis using Decision Lists
    14 years 29 days ago
    A Japanese Predicate Argument Structure Analysis using Decision Lists
    Download  www.aclweb.org
    This paper describes a new automatic method for Japanese predicate argument structure analysis. The method learns relevant features to assign case roles to the argument of the tar...
    Hirotoshi Taira, Sanae Fujita, Masaaki Nagata
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    EMNLP
    2007
    125views Natural Language Processing» more  EMNLP 2007»
    Experimental Evaluation of LTAG-Based Features for Semantic Role Labeling
    14 years 29 days ago
    Experimental Evaluation of LTAG-Based Features for Semantic Role Labeling
    Download  www.cs.sfu.ca
    In this technical report, we propose the use of Lexicalized Tree-Adjoining Grammar (LTAG) formalism as an important additional source of features for the Semantic Role Labeling (S...
    Yudong Liu, Anoop Sarkar
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    LREC
    2010
    167views Education» more  LREC 2010»
    FrameNet Translation Using Bilingual Dictionaries with Evaluation on the English-French Pair
    14 years 29 days ago
    FrameNet Translation Using Bilingual Dictionaries with Evaluation on the English-French Pair
    Download  www.lrec-conf.org
    Semantic Role Labeling cannot be performed without an associated linguistic resource. A key resource for such a task is the FrameNet resource based on Fillmore's theory of fr...
    Claire Mouton, Gaël de Chalendar, Benoî...
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    COLING
    2008
    119views Computational Linguistics» more  COLING 2008»
    The Effect of Syntactic Representation on Semantic Role Labeling
    14 years 29 days ago
    The Effect of Syntactic Representation on Semantic Role Labeling
    Download  www.aclweb.org
    Almost all automatic semantic role labeling (SRL) systems rely on a preliminary parsing step that derives a syntactic structure from the sentence being analyzed. This makes the ch...
    Richard Johansson, Pierre Nugues
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    COLING
    2008
    125views Computational Linguistics» more  COLING 2008»
    Prediction of Maximal Projection for Semantic Role Labeling
    14 years 29 days ago
    Prediction of Maximal Projection for Semantic Role Labeling
    Download  www.aclweb.org
    In Semantic Role Labeling (SRL), arguments are usually limited in a syntax subtree. It is reasonable to label arguments locally in such a sub-tree rather than a whole tree. To ide...
    Weiwei Sun, Zhifang Sui, Haifeng Wang
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    ACL
    2007
    97views Computational Linguistics» more  ACL 2007»
    Learning Predictive Structures for Semantic Role Labeling of NomBank
    14 years 1 months ago
    Learning Predictive Structures for Semantic Role Labeling of NomBank
    Download  www.comp.nus.edu.sg
    This paper presents a novel application of Alternating Structure Optimization (ASO) to the task of Semantic Role Labeling (SRL) of noun predicates in NomBank. ASO is a recently pr...
    Chang Liu, Hwee Tou Ng
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    ACL
    2007
    141views Computational Linguistics» more  ACL 2007»
    Fast Semantic Extraction Using a Novel Neural Network Architecture
    14 years 1 months ago
    Fast Semantic Extraction Using a Novel Neural Network Architecture
    Download  ronan.collobert.com
    We describe a novel neural network architecture for the problem of semantic role labeling. Many current solutions are complicated, consist of several stages and handbuilt features...
    Ronan Collobert, Jason Weston
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    AAAI
    2010
    188views Intelligent Agents» more  AAAI 2010»
    Forest-Based Semantic Role Labeling
    14 years 1 months ago
    Forest-Based Semantic Role Labeling
    Download  www.isi.edu
    Parsing plays an important role in semantic role labeling (SRL) because most SRL systems infer semantic relations from 1-best parses. Therefore, parsing errors inevitably lead to ...
    Hao Xiong, Haitao Mi, Yang Liu, Qun Liu
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    CICLING
    2008
    Springer
    127views Natural Language Processing» more  CICLING 2008»
    Analysis of Joint Inference Strategies for the Semantic Role Labeling of Spanish and Catalan
    14 years 1 months ago
    Analysis of Joint Inference Strategies for the Semantic Role Labeling of Spanish and Catalan
    Download  www.surdeanu.name
    This paper analyzes two joint inference approaches for semantic role labeling: re-ranking of candidate semantic frames generated by one local model and combination of two distinct ...
    Mihai Surdeanu, Roser Morante, Lluís M&agra...
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