Bayesian Learning of Probabilistic Language Models

See this document in CiteSeerX!

Bayesian Learning of Probabilistic Language Models (1994) (Make Corrections) (57 citations)
Andreas Stolcke

View or download:
berkeley.edu/NTL/p...stolckethesis.pdf
Cached: PS.gz PS PDF Image Update Help

From: berkeley.edu/NTL/publications (more)
(Enter author homepages)

Rate this article:

(best)
Comment on this article

(Enter summary)
Abstract: The general topic of this thesis is the probabilistic modeling of language, in particular natural language. In probabilistic language modeling, one characterizes the strings of phonemes, words, etc. of a certain domain in terms of a probability distribution over all possible strings within the domain. Probabilistic language modeling has been applied to a wide range of problems in recent years, from the traditional uses in speech recognition to more recent applications in biological sequence... (Update)

Cited by: More
Incremental Regular Inference - Pierre Dupont Carnegie (Correct)
A Markovian Approach to the Induction of Regular String.. - Callut, Dupont (2004) (Correct)
Learning Hidden Markov Models to Fit Long-Term Dependencies - Callut, Dupont (2005) (Correct)

Similar documents (at the sentence level):
19.7%: Best-first Model Merging for Hidden Markov Model Induction - Stolcke, Omohundro (1994) (Correct)
15.8%: An Efficient Probabilistic Context-Free Parsing Algorithm that.. - Stolcke (1995) (Correct)

Active bibliography (related documents): More All
11.1: Bayesian Learning of Probabilistic Language Models - Stolcke (1994) (Correct)
0.6: Inducing Probabilistic Grammars by Bayesian Model Merging - Stolcke (1994) (Correct)
0.3: Precise n-gram Probabilities from Stochastic Context-free.. - Stolcke, Segal (1994) (Correct)

Similar documents based on text: More All
0.3: From Switchboard to Meetings: Development of the.. - Mirghafori.. (2004) (Correct)
0.3: Progress in Meeting Recognition: The ICSI-SRI-UW.. - Stolcke, Wooters, .. (2004) (Correct)
0.2: The ICSI Meeting Corpus - Janin, Baron, Edwards, Ellis.. (2003) (Correct)

Related documents from co-citation: More All
14: Statistical Language Learning - Eugene - 1993
10: An Inequality and Associated Maximization Technique in Statistical Estimation fo.. (context) - Baum - 1972
9: Stochastic Complexity in Statistical Inquiry (context) - Rissanen - 1989

BibTeX entry: (Update)

A. Stolcke. Bayesian Learning of Probabilistic Language Models. Dissertation, U. California, Berkeley, 1994. http://citeseer.ist.psu.edu/article/stolcke94bayesian.html More

@phdthesis{ stolcke94bayesian,
    author = "Andreas Stolcke",
    title = "Bayesian Learning of Probabilistic Language Models",
    address = "Berkeley, CA",
    year = "1994",
    url = "citeseer.ist.psu.edu/article/stolcke94bayesian.html" }

Citations (may not include all citations):
2528 Maximum likelihood from incomplete data via the EM algorithm (context) - DEMPSTER, LAIRD et al. - 1977
2319 Elements of Information Theory (context) - THOMAS, JOY et al. - 1991
1911 Introduction to Automata Theory (context) - JOHN, JEFFREY et al. - 1979
1543 Probabilistic Reasoning in Intelligent Systems: Networks of .. (context) - JUDEA - 1988
1399 Compilers: Principles (context) - ALFRED, RAV et al. - 1986
416 A Bayesian method for the induction of probabilistic network.. (context) - GREGORY, EDWARD - 1992
368 Text Compression (context) - TIMOTHY, JOHN et al. - 1990
362 An introduction to hidden Markov models (context) - RABINER - 1986
337 Error bounds for convolutional codes and an asymptotically o.. (context) - VITERBI - 1967
328 A maximum likelihood approach to continuous speech recogniti.. (context) - LALIT, FREDERICK et al. - 1983
301 Neural networks and the bias/variance dilemma (context) - STUART, BIENENSTOCK et al. - 1992
274 Estimation of probabilities from sparse data for the languag.. (context) - SLAVA - 1987
243 An Introduction to Unification-Based Approaches to Grammar (context) - STUART - 1986
242 Generalized Phrase Structure Grammar (context) - GERALD, KLEIN et al. - 1985
216 A universal prior for integers and estimation by minimum des.. (context) - JORMA - 1983
199 Probabilistic inference using Markov chain Monte Carlo metho.. - RADFORD - 1993
192 An efficient context-free parsing algorithm (context) - JAY - 1970
185 Inferring decision trees using the minimum description lengt.. (context) - QUINLAN, ROSS et al. - 1989
185 Numerical Recipes in C: The Art of Scientific Computing (context) - WILLIAM, BRIAN et al. - 1988
163 gram models of natural language (context) - PETER, VINCENT et al. - 1992
153 AutoClass: A Bayesian classification system (context) - PETER, KELLY et al. - 1988
138 Learning and relearning in boltzmann machines (context) - GEOFFREY, TERRENCE et al. - 1986
132 Estimation and inference by compact coding (context) - WALLACE, FREEMAN - 1987
131 The estimation of stochastic context-free grammars using the.. (context) - LARI - 1990
110 Trainable grammars for speech recognition (context) - JAMES - 1979
93 Inside-outside reestimation from partially bracketed corpora - FERNANDO, SCHABES - 1992
84 Theory refinement of Bayesian networks - BUNTINE - 1991
83 Learning classification trees - WRAY - 1992
82 Generalized probabilistic LR parsing of natural language (context) - TED, CARROLL - 1993
75 A comparison of the enhanced Good-Turing and deleted estimat.. (context) - KENNETH, ILLIAM et al. - 1991
55 Automatic grammar induction and parsing free text: A transfo.. - BRILL - 1993
51 The use of a one-stage dynamic programming algorithm for con.. (context) - HERMANN - 1984
46 Pearl: A probabilistic chart parser - DAV, MITCHELL et al. - 1991
43 An efficient probabilistic context-free parsing algorithm th.. - ANDREAS - 1993
42 Mixture densities (context) - RICHARD, HOMER et al. - 1984
41 Bayesian inductive inference and maximum entropy (context) - GULL - 1988
40 Markov source modeling in text generation (context) - FREDERICK - 1985
38 Miniature language acquisition: A touchstone for cognitive s.. - JEROME, GEORGE et al. - 1990
36 Applying probability measures to abstract languages (context) - TAYLOR, RICHARD et al. - 1973
35 A probabilistic parsing method for sentence disambiguation (context) - FUJISAKI, JELINEK et al. - 1991
33 Learning automata from ordered examples (context) - SARA, FELDMAN - 1991
33 Connectionist Speech Recognition (context) - HERV, NELSON - 1993
29 Protein modeling using hidden Markov models: Analysis of glo.. - DAV, ANDERS et al. - 1992
28 frequency and reasonable expectation (context) - COX - 1946
27 An improved context-free recognizer (context) - SUSAN, MICHAEL et al. - 1980
26 A statistical model for generating pronunciation networks (context) - MICHAEL - 1991
25 Learning context-free grammars from structural data in polyn.. (context) - YASUBUMI - 1990
24 Best-first model merging for dynamic learning and recognitio.. - STEPHEN - 1992
22 Getting Started with the DARPA TIMIT CD-ROM: an Acoustic Pho.. (context) - GAROFOLO - 1988
21 Grammatical inference by hill climbing (context) - CRAIG, AZRIEL et al. - 1976
20 Multiple-pronunciation lexical modeling in a speakerindepend.. - CHUCK, STOLCKE - 1994
19 LR parsing of probabilistic grammars with input uncertainty .. (context) - WRIGHT - 1990
17 Integration of speech recognition and natural language proce.. (context) - VICTOR, GLASS et al. - 1991
15 The Berkeley Restaurant Project - DANIEL, WOOTERS et al.
14 A study of grammatical inference (context) - JAMES - 1969
14 Bayesian learning of Gaussian mixture densities for hidden M.. - JEAN-LUC, LEE - 1991
14 Mechanisms of Implicit Learning (context) - AXEL - 1991
13 Lexical Modeling in a Speaker Independent Speech Understandi.. - CHARLES - 1993
12 Identification of contextual factors for pronunciation netwo.. (context) - FRANCINE - 1990
11 Simplicity and representation change in grammar induction - PAT - 1994
10 Construction Grammar (context) - CHARLES, The - 1988
10 Hidden Markov estimation for unrestricted stochastic context.. (context) - JULIAN
10 Hidden Markov models in molecular biology: New algorithms an.. - PIERRE, CHAUVIN et al. - 1993
8 Spoken sentence recognition by time-synchronous parsing algo.. (context) - SEI-ICHI - 1987
7 Computation of probabilities for an island-drivenparser - ANNA, DE MORI et al. - 1991
5 Grammar discovery as data compression (context) - WOLFF - 1978
5 Cours de linguistique generale (context) - FERDINAND - 1916
5 An inside-outside algorithm for estimating the parameters of.. (context) - YVES - 1991
4 Stochastic context-free grammars for modeling three spliceos.. - REBECCA - 1994
4 NAFTALI TISHBY (context) - DANA, SINGER - 1994
4 Learning context-free languages from their structured senten.. (context) - LEONA - 1983
4 Structural packaging in the input to language learning: Cont.. (context) - JAMES, RICHARD et al. - 1987
3 Lexical functional grammar: A formal system for grammatical .. (context) - Workshop, Integration et al. - 1982
3 Implicit learning of artifical grammars (context) - REBER - 1969
3 English Through Pictures (context) - RICHARDS - 1945
2 Stochastic linguistics for picture recognition (context) - Speech, -- et al. - 1972
2 The need for biases in learning generalizations (context) - Delaware, MITCHELL - 1980
2 A probabilistic parser applied to software testing documents (context) - ------
2 Dynamic programming inference of Markov networks from finite.. (context) - the, Meeting et al. - 1986
2 by Pietro Laface & Renato De Mori (context) - Understanding, Trends et al. - 1990
2 Similarity-based estimation of word coocurrence probabilitie.. (context) - DAGAN, FERNANDO et al. - 1994
2 Inducing probabilistic grammars by Bayesian model merging (context) - TR-, International et al.
2 Stochastic relaxation (context) - ------, GEMAN - 1984
2 best algorithm: An efficient and exact procedure for finding.. (context) - Computational, -- et al. - 1990
2 Grammatical inference techniques in pattern analysis (context) - EVANS - 1971
2 Inductive inference: Theory and methods (context) - Cliffs, Prentice-Hall et al. - 1983
2 Hidden Markov model induction by Bayesian model merging (context) - memo, Science et al. - 1993
2 Special issue on Integration of Natural Language and Vision .. (context) - FELDMAN, LAKOFF et al. - 1994
2 by Pietro Laface & Renato De Mori (context) - Trends, ed - 1990
1 The application of stochastic context-free grammars to foldi.. (context) - DAV, HAUSSLER - 1994
1 Amaximization technique occuring in the statistical analysis.. (context) - LEONARD, TED et al. - 1970

The graph only includes citing articles where the year of publication is known.

Documents on the same site (http://www.icsi.berkeley.edu/NTL/publications.html): More
A Connectionist Encoding of Parameterized Schemas.. - Shastri, Grannes.. (1997) (Correct)
Spatial Schematicity of Prepositions in Neural Grammar - Bergen, Chang (Correct)
Reasoning About Actions in Narrative Understanding - Narayanan (1999) (Correct)

Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback

CiteSeer.IST - Copyright Penn State and NEC