Collins

1. Mentioned In 25 Articles

2. Multilingual Information Filtering by Human Plausible Reasoning

   Explore Article SpringerLink Home (Sep 3 2010)

   The theory of Human Plausible Reasoning (HPR) is an attempt by Collins and Michalski to explain how people answer questions when they are uncertain. The theory consists ... (Read Full Article)
   

   Comment on Article Mentions:   Dubai   University of Wollongong   UAE

3. Better Arabic Parsing: Baselines, Evaluations, and Analysis

   Explore Article www-nlp.stanford.edu (Jul 6 2010) Machine Translation , Parsing , Segmentation

   Comment "Set your life time more simple get the home loans and all you require." - DoyleMATILDA18

   ....80 0.85 0.86 0.87 (a) Major phrasal categories (b) Major POS categories (c) Ten lowest scoring (Collins, 2003)-style dependencies occurring more than 700 times Table 8: Per category performance of the B... (Read Full Article)
   

   1 Comment Mentions:   Association for Computational Linguistics   Ohio State University   SMT

4. Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with Non-Jointly Labeled Data

   Explore Article www-nlp.stanford.edu (May 18 2010) Machine Translation , NER , Parsing

   ...be complete without mention of (Miller et al., 2000), who trained a Collinsstyle generative parser (Collins, 1997) over a syntactic structure augmented with the template entity and template relations annotat... (Read Full Article)
   

   Comment on Article Mentions:   Association for Computational Linguistics   Collins   Joakim Nivre

5. .Pdf

   Explore Article CSAIL People (May 18 2010) Machine Translation , NER , WSD

   Statistical Methods in Natural Language Processing Michael Collins AT&T Labs-Research Overview Some NLP problems: ¯ Information extraction (Named entities, Relatio... (Read Full Article)
   

   Comment on Article Mentions:   Association for Computational Linguistics   Collins   Lotus

6. Learning to Follow Navigational Directions

   Explore Article www-nlp.stanford.edu (May 14 2010)

   ... meaning. Traditional accounts of learning typically rely on linguistic annotation (Zettlemoyer and Collins, 2009) or word distributions (Curran, 2003). In contrast, we present an apprenticeship learning sys... (Read Full Article)
   

   Comment on Article Mentions:   Association for Computational Linguistics   Regina Barzilay   Collins

7. Profiting from Mark-Up: Hyper-Text Annotations for Guided Parsing

   Explore Article www-nlp.stanford.edu (May 14 2010) Machine Translation , NER , Parsing

   ... with more than a prescribed number of tokens remaining and use automatic “head-percolation” rules (Collins, 1999) to convert the rest, as is standard practice. 3 Combining parsing with mark-up may not be s... (Read Full Article)
   

   Comment on Article Mentions:   Association for Computational Linguistics   Data   Collins

8. Improved Models of Distortion Cost for Statistical Machine Translation

   Explore Article www-nlp.stanford.edu (May 14 2010) Machine Translation

   ...deling them in phrase-based systems, has inspired significant work in source language preprocessing (Collins et al., 2005; Habash and Sadat, 2006; Habash, 2007). Finally, we observe that target language model... (Read Full Article)
   

   Comment on Article Mentions:   Association for Computational Linguistics   Collins   Manning

9. Automatic Domain Adaptation for Parsing

   Explore Article www-nlp.stanford.edu (May 6 2010) NER , Parsing

   ...iak and Johnson (2005) reranking parser. Applying our methods to other generative parsers (such as (Collins, 1999; Petrov and Klein, 2007)) is trivial, but it is less clear how our methods can be applied to ... (Read Full Article)
   

   Comment on Article Mentions:   Association for Computational Linguistics   Collins   Manning

10. From Baby Steps to Leapfrog: How “Less is More” in Unsupervised Dependency Parsing

    Explore Article www-nlp.stanford.edu (Apr 4 2010) Machine Translation , Parsing

    ...inals, spanning 35 unique POS tags. Following standard practice, automatic “headpercolation” rules (Collins, 1999) were used to convert the remaining trees into dependencies. Forced to produce a single “best... (Read Full Article)
    

    Comment on Article Mentions:   Association for Computational Linguistics   Collins   P. Headden

11. A phrase-based alignment model for natural language inference

    Explore Article www-nlp.stanford.edu (Aug 19 2009) Machine Translation

    ... To tune the parameters w of the model, we use an adaptation of the averaged perceptron algorithm (Collins, 2002), which has proven successful on a range of NLP tasks. The algorithm is shown in figure 3. Aft... (Read Full Article)
    

    Comment on Article Mentions:   Association for Computational Linguistics   Christopher Manning   I. Dagan

12. The Stanford typed dependencies representation

    Explore Article www-nlp.stanford.edu (Aug 19 2009) Machine Translation

    ...cal roles: the semantic head of each constituent of the parse is identified, using rules akin to the Collins head rules, but modified to retrieve the semantic head of the constituent rather than the syntactic ... (Read Full Article)
    

    Comment on Article Mentions:   Association for Computational Linguistics   Christopher Manning   Los Angeles

13. Disambiguating "DE" for Chinese-English Machine Translation

    Explore Article www-nlp.stanford.edu (Aug 19 2009) Machine Translation

    ...nguage sentences to minimize structural divergence with the target language, (Xia and McCord, 2004; Collins et al., 2005; Wang et al., 2007). For example Wang et al. (2007) introduced a set of rules to decid... (Read Full Article)
    

    Comment on Article Mentions:   Association for Computational Linguistics   Christopher Manning   Geneva

14. Joint Parsing and Named Entity Recognition

    Explore Article www-nlp.stanford.edu (Aug 19 2009) NER , Parsing , WSD

    ...ure to the person name Osama Bin Laden, while the joint model found the correct structure. parser (Collins, 1997) over a syntactic structure augmented with the template entity and template relations annotat... (Read Full Article)
    

    Comment on Article Mentions:   Association for Computational Linguistics   Christopher Manning   Manchester

15. Multi-word expressions in textual inference: Much ado about nothing?

    Explore Article www-nlp.stanford.edu (Aug 19 2009) Entailment , Machine Translation , NER , Summarization

    ...ers small over large edits where appropriate. 4 An adaptation of the averaged perceptron algorithm (Collins, 2002) is used to tune the model parameters. UNIQ MANLI w/o para w/o para w/ para micro-avg P R ... (Read Full Article)
    

    Comment on Article Mentions:   Association for Computational Linguistics   Stefan Evert   Francis Bond

16. Multi-word expressions in textual inference: Much ado about nothing?

    Explore Article nlp.stanford.edu (Aug 12 2009) Entailment , Machine Translation , NER , Summarization

    ...ers small over large edits where appropriate. 4 An adaptation of the averaged perceptron algorithm (Collins, 2002) is used to tune the model parameters. UNIQ MANLI w/o para w/o para w/ para micro-avg P R ... (Read Full Article)
    

    Comment on Article Mentions:   Association for Computational Linguistics   Collins   Athens

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