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OntoLearn Reloaded:A Graph-Based Algorithm for Taxonomy Induction
OntoLearn Reloaded Graph-Based Algorithm Taxonomy Induction
2015/9/11
In 2004 we published in this journal an article describing OntoLearn, one of the first systems to automatically induce a taxonomy from documents and Web sites. Since then, OntoLearn has continued to b...
A Sketch Algorithm for Estimating Two-Way and Multi-Way Associations
Multi-Way Associations Estimating Two-Way
2015/9/2
We should not have to look at the entire corpus (e.g., the Web) to know if two (or more) words are
strongly associated or not. One can often obtain estimates of associations from a small sample.
We ...
Many problems in computational linguistics are well suited for bootstrapping (semisupervised learning) techniques. The Yarowsky algorithm is a well-known bootstrapping algorithm, but it is not mathema...
Word Reordering and a Dynamic Programming Beam Search Algorithm for Statistical Machine Translation
Word Reordering Beam Search Algorithm Statistical Machine Translation
2015/8/28
In this article, we describe an efficient beam search algorithm for statistical machine translation based on dynamic programming (DP). The search algorithm uses the translation model presented in Brow...
Weighted Deductive Parsing and Knuth's Algorithm
Weighted Deductive Parsing Knuth's Algorithm
2015/8/28
We discuss weighted deductive parsing and consider the problem of finding the derivation with the lowest weight. We show that Knuth’s generalization of Dijkstra’s algorithm for the shortestpath proble...
Generating Referring Expressions:Boolean Extensions of the Incremental Algorithm
Generating Referring Expressions Boolean Extensions Incremental Algorithm
2015/8/27
This paper brings a logical perspective to the generation of referring expressions, addressing the incompleteness of existing algorithms in this area. After studying references to individual objects, ...
Design and Enhanced Evaluation of a Robust Anaphor Resolution Algorithm
Resolution Algorithm Design
2015/8/26
Syntactic coindexing restrictions are by now known to be of central importance to practical
anaphor resolution approaches. Since, in particular due to structural ambiguity, the assumption
of the ava...
This paper presents an algorithm for identifying noun phrase antecedents of third person personal
pronouns, demonstrative pronouns, reflexive pronouns, and omitted pronouns (zero pronouns)
in ...
A Compression-based Algorithm for Chinese Word Segmentation
Compression-based Algorithm Chinese Word Segmentation
2015/8/25
Chinese is written without using spaces or other word delimiters. Although a text may be thought of as a corresponding sequence of words, there is considerable ambiguity in the placement of boundaries...
A Turbo-Style Algorithm for Lexical Baseforms Estimation.
An Efficient Context-Free Parsing Algorithm
syntaxanalysis parsing context-free grammar compilers computationalcomplexity
2015/1/27
A parsing algorithm which seems to be the most efficient general context-free algorithm known is described. It is similar to both Knuth's LR(k) algorithm and the familiar top-down algorithm. It has a ...
A Turbo-Style Algorithm For Lexical Baseforms Estimation
urbo-style spelling pronunciation lexical acquisition
2014/11/27
In this research, an iterative and unsupervised Turbo-style algorithm is presented and implemented for the task of automatic lexical acquisition. The algorithm makes use of spoken examples of both spe...
Modeling Productivity with the Gradual Learning Algorithm: The Problem of Accidentally Exceptionless Generalizations
Modeling Productivity Gradual Learning Algorithm Accidentally Exceptionless Generalizations
2014/11/26
Many cases of gradient intuitions reflect conflicting patterns in the data to which the child is exposed during language acquisition. An area in which the learner almost always faces conflicting data ...
A Hierarchical Approach to the Analysis of Intermediary Structures Within the Modifid Contour Reduction Algorithm
A Hierarchical Approach Intermediary Structures the Modified Contour Reduction Algorithm
2014/10/20
Robert Morris’s (1993) Contour-Reduction Algorithm—later modified by Rob Schultz (2008) and hereafter referred to as the Modified Contour Reduction Algorithm (MCRA)—recursively prunes a contour down t...
A Shift-Reduce Parsing Algorithm for Phrase-based String-to-Dependency Translation
A Shift-Reduce Parsing Algorithm Phrase-based String-to-Dependency Translation
2015/1/24
A Shift-Reduce Parsing Algorithm for Phrase-based String-to-Dependency Translation.