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We describe a recognition algorithm for a subset of binary linear context-free rewriting systems (LCFRS) with running time O(nωd) where M(m) = O(mω) is the running time for m × m matrix multiplication...
This paper presents the first efficient implementation of a weighted deductive CYK parser for Probabilistic Linear Context-Free Rewriting Systems (PLCFRSs). LCFRS, an extension of CFG, c...
Word alignment plays an important role in many NLP tasks as it indicates the correspondence between words in a parallel text. Although widely used to align large bilingual corpora, generative models a...
This article describes a number of log-linear parsing models for an automatically extracted lexicalized grammar. The models are “full” parsing models in the sense that probabilities are defined for co...
Harmonic Grammar (HG) is a model of linguistic constraint interaction in which well-formedness is calculated in terms of the sum of weighted constraint violations. We show how linear programming algor...
Label ranking is the task of inferring a total order over a predefined set of labels for each given instance. We present a general framework for batch learning of label ranking functions from supervis...
Noise Robust Phonetic Classification with Linear Regularized Least Squares and Second-Order Features.
Generalized Linear Interpolation of Language Models.
We perform phonetic classiſcation with an architecture whose elements are binary classiſers trained via linear regularized least squares (RLS). RLS is a simple yet powerful regularization al...
Non-Linear Monte-Carlo Search in Civilization II
A good night for those who love the company, with some strong classical work and also more modern ideas and experiments on display. In fact it's the best of the RB Linbury shows I can recall and that'...
The paper shows that linear word formation is strengthened in Modern Hebrew and applies to verbs as well. After exemplifying root-and-pattern discontinuous word formation, other word formation techniq...
In his introduction to Shostakovich Studies, David Fanning wrote, "The most crucial lacuna in western understanding of Shostakovich's music concerns harmonic and tonal language." As analysts, we tend ...
In this paper we present a novel method to incorporate temporal correlation into a speech recognition system based on HMM. An obvious way to incorporate temporal correlation is to condition the probab...
Edward Latham reviewed and criticized the author's "Atonality, Analysis, and the Intentional Fallacy" (Music Theory Spectrum 18.2 [Fall 1996]: 167-99). The author replies.

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