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    ACL
    2007
    130views Computational Linguistics» more  ACL 2007»
    SVM Model Tampering and Anchored Learning: A Case Study in Hebrew NP Chunking
    13 years 6 months ago
    SVM Model Tampering and Anchored Learning: A Case Study in Hebrew NP Chunking
    Download  acl.ldc.upenn.edu
    We study the issue of porting a known NLP method to a language with little existing NLP resources, specifically Hebrew SVM-based chunking. We introduce two SVM-based methods – ...
    Yoav Goldberg, Michael Elhadad
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    ACL
    2007
    129views Computational Linguistics» more  ACL 2007»
    Classifying Temporal Relations Between Events
    13 years 6 months ago
    Classifying Temporal Relations Between Events
    Download  cs.stanford.edu
    This paper describes a fully automatic twostage machine learning architecture that learns temporal relations between pairs of events. The first stage learns the temporal attribut...
    Nathanael Chambers, Shan Wang, Daniel Jurafsky
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    ACL
    2007
    140views Computational Linguistics» more  ACL 2007»
    Sparse Information Extraction: Unsupervised Language Models to the Rescue
    13 years 6 months ago
    Sparse Information Extraction: Unsupervised Language Models to the Rescue
    Download  turing.cs.washington.edu
    Even in a massive corpus such as the Web, a substantial fraction of extractions appear infrequently. This paper shows how to assess the correctness of sparse extractions by utiliz...
    Doug Downey, Stefan Schoenmackers, Oren Etzioni
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    ACL
    2007
    148views Computational Linguistics» more  ACL 2007»
    Assisting Translators in Indirect Lexical Transfer
    13 years 6 months ago
    Assisting Translators in Indirect Lexical Transfer
    Download  corpus.leeds.ac.uk
    We present the design and evaluation of a translator’s amenuensis that uses comparable corpora to propose and rank nonliteral solutions to the translation of expressions from th...
    Bogdan Babych, Anthony Hartley, Serge Sharoff, Olg...
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    ACL
    2007
    139views Computational Linguistics» more  ACL 2007»
    Domain Adaptation with Active Learning for Word Sense Disambiguation
    13 years 6 months ago
    Domain Adaptation with Active Learning for Word Sense Disambiguation
    Download  www.comp.nus.edu.sg
    When a word sense disambiguation (WSD) system is trained on one domain but applied to a different domain, a drop in accuracy is frequently observed. This highlights the importance...
    Yee Seng Chan, Hwee Tou Ng
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    ACL
    2007
    125views Computational Linguistics» more  ACL 2007»
    Formalism-Independent Parser Evaluation with CCG and DepBank
    13 years 6 months ago
    Formalism-Independent Parser Evaluation with CCG and DepBank
    Download  www.cs.usyd.edu.au
    A key question facing the parsing community is how to compare parsers which use different grammar formalisms and produce different output. Evaluating a parser on the same resource...
    Stephen Clark, James R. Curran
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    ACL
    2007
    146views Computational Linguistics» more  ACL 2007»
    Forest-to-String Statistical Translation Rules
    13 years 6 months ago
    Forest-to-String Statistical Translation Rules
    Download  www.mt-archive.info
    In this paper, we propose forest-to-string rules to enhance the expressive power of tree-to-string translation models. A forestto-string rule is capable of capturing nonsyntactic ...
    Yang Liu, Yun Huang, Qun Liu, Shouxun Lin
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    ACL
    2007
    286views Computational Linguistics» more  ACL 2007»
    A discriminative language model with pseudo-negative samples
    13 years 6 months ago
    A discriminative language model with pseudo-negative samples
    Download  www.aclweb.org
    In this paper, we propose a novel discriminative language model, which can be applied quite generally. Compared to the well known N-gram language models, discriminative language m...
    Daisuke Okanohara, Jun-ichi Tsujii
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    ACL
    2007
    145views Computational Linguistics» more  ACL 2007»
    Conditional Modality Fusion for Coreference Resolution
    13 years 6 months ago
    Conditional Modality Fusion for Coreference Resolution
    Download  rationale.csail.mit.edu
    Non-verbal modalities such as gesture can improve processing of spontaneous spoken language. For example, similar hand gestures tend to predict semantic similarity, so features th...
    Jacob Eisenstein, Randall Davis
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    ACL
    2007
    97views Computational Linguistics» more  ACL 2007»
    Learning Predictive Structures for Semantic Role Labeling of NomBank
    13 years 6 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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