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    EMNLP
    2008
    104views Natural Language Processing» more  EMNLP 2008»
    Soft-Supervised Learning for Text Classification
    14 years 29 days ago
    Soft-Supervised Learning for Text Classification
    Download  ssli.ee.washington.edu
    We propose a new graph-based semisupervised learning (SSL) algorithm and demonstrate its application to document categorization. Each document is represented by a vertex within a ...
    Amarnag Subramanya, Jeff Bilmes
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    EMNLP
    2008
    121views Natural Language Processing» more  EMNLP 2008»
    Regular Expression Learning for Information Extraction
    14 years 29 days ago
    Regular Expression Learning for Information Extraction
    Download  www.almaden.ibm.com
    Regular expressions have served as the dominant workhorse of practical information extraction for several years. However, there has been little work on reducing the manual effort ...
    Yunyao Li, Rajasekar Krishnamurthy, Sriram Raghava...
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    EMNLP
    2008
    72views Natural Language Processing» more  EMNLP 2008»
    When Harry Met Harri: Cross-lingual Name Spelling Normalization
    14 years 29 days ago
    When Harry Met Harri: Cross-lingual Name Spelling Normalization
    Download  www.aclweb.org
    Fei Huang, Ahmad Emami, Imed Zitouni
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    EMNLP
    2008
    115views Natural Language Processing» more  EMNLP 2008»
    Joint Unsupervised Coreference Resolution with Markov Logic
    14 years 29 days ago
    Joint Unsupervised Coreference Resolution with Markov Logic
    Download  www.cs.washington.edu
    Machine learning approaches to coreference resolution are typically supervised, and require expensive labeled data. Some unsupervised approaches have been proposed (e.g., Haghighi...
    Hoifung Poon, Pedro Domingos
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    EMNLP
    2008
    119views Natural Language Processing» more  EMNLP 2008»
    Graph-based Analysis of Semantic Drift in Espresso-like Bootstrapping Algorithms
    14 years 29 days ago
    Graph-based Analysis of Semantic Drift in Espresso-like Bootstrapping Algorithms
    Download  www.aclweb.org
    Bootstrapping has a tendency, called semantic drift, to select instances unrelated to the seed instances as the iteration proceeds. We demonstrate the semantic drift of bootstrapp...
    Mamoru Komachi, Taku Kudo, Masashi Shimbo, Yuji Ma...
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    EMNLP
    2008
    105views Natural Language Processing» more  EMNLP 2008»
    One-Class Clustering in the Text Domain
    14 years 29 days ago
    One-Class Clustering in the Text Domain
    Download  www.cs.umass.edu
    Having seen a news title "Alba denies wedding reports", how do we infer that it is primarily about Jessica Alba, rather than about weddings or reports? We probably reali...
    Ron Bekkerman, Koby Crammer
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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
    Download  www.aclweb.org
    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
    123views Natural Language Processing» more  EMNLP 2008»
    Adding Redundant Features for CRFs-based Sentence Sentiment Classification
    14 years 29 days ago
    Adding Redundant Features for CRFs-based Sentence Sentiment Classification
    Download  nlpr-web.ia.ac.cn
    In this paper, we present a novel method based on CRFs in response to the two special characteristics of "contextual dependency" and "label redundancy" in sent...
    Jun Zhao, Kang Liu, Gen Wang
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    EMNLP
    2008
    109views Natural Language Processing» more  EMNLP 2008»
    A comparison of Bayesian estimators for unsupervised Hidden Markov Model POS taggers
    14 years 29 days ago
    A comparison of Bayesian estimators for unsupervised Hidden Markov Model POS taggers
    Download  aclweb.org
    There is growing interest in applying Bayesian techniques to NLP problems. There are a number of different estimators for Bayesian models, and it is useful to know what kinds of t...
    Jianfeng Gao, Mark Johnson
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    EMNLP
    2008
    88views Natural Language Processing» more  EMNLP 2008»
    Syntactic Constraints on Paraphrases Extracted from Parallel Corpora
    14 years 29 days ago
    Syntactic Constraints on Paraphrases Extracted from Parallel Corpora
    Download  www.cs.jhu.edu
    We improve the quality of paraphrases extracted from parallel corpora by requiring that phrases and their paraphrases be the same syntactic type. This is achieved by parsing the E...
    Chris Callison-Burch
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