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Parsing Linear Context-Free Rewriting Systems with Fast Matrix Multiplication
Subset of recognition algorithm the binary linear system M matrix multiplication grammar rules subroutine
2016/10/31
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...
Data-Driven Parsing using Probabilistic Linear Context-Free Rewriting Systems
Context-Free Rewriting Systemsl Data-Driven Parsing
2015/9/11
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...
Discriminative Word Alignment by Linear Modeling
Discriminative Word Alignment Linear Modeling
2015/9/8
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...
Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear Models
Wide-Coverage Statistical Parsing CCG Log-Linear Models
2015/9/2
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 with linear programming: From linear systems to linguistic typology
Harmonic Grammar Optimality Theory linear programming typology, Lango ATR harmony positional markedness positional faithfulness
2015/6/15
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
Acoustic noise Artiſ cial Intelligence
2015/3/10
Noise Robust Phonetic Classification with Linear Regularized Least Squares and Second-Order Features.
Generalized Linear Interpolation of Language Models.
NOISE ROBUST PHONETIC CLASSIFICATION WITH LINEAR REGULARIZED LEAST SQUARES AND SECOND-ORDER FEATURES
Acoustic noise Artiſ cial Intelligence Speech Analysis Speech Recognition
2014/11/27
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。
New Works in the Linbury: ‘Dear Norman’, ‘Recordato’, ‘Les Lutins’, ‘Yes we did...’, ‘Now’, ‘Non-linear Interactions’, ‘Consolations and Liebestraum’(图)
Bruce Marriott Non-linear Interactions Consolations and Liebestraum Dear Norman
2009/7/23
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'...
From Discontinuous to Linear Word Formation in Modern Hebrew
word-formation Modern Hebrew tendency
2009/5/12
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...
Triadic Post-Tonality and Linear Chromaticism in the Music of Dmitri Shostakovich
Shostakovich symphonies piano trio chromaticism Soviet Neo-Riemannian Theory
2010/3/29
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 ...
NON-LINEAR PROBABILITY ESTIMATION METHOD USED IN HMM FOR MODELING FRAME CORRELATION
NON-LINEAR PROBABILITY ESTIMATION METHOD USED HMM MODELING FRAME CORRELATION
2013/6/27
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...
Linear Analysis--A Cure for Pitch-Class Set Analysis?: A Reply
Latham Schoenberg Forte atonality set theory
2010/4/21
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.