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A Bit of Progress in Language Modeling (2001)

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by Joshua T. Goodman
Citations:70 - 1 self
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@TECHREPORT{Goodman01abit,
    author = {Joshua T. Goodman},
    title = {      A Bit of Progress in Language Modeling },
    institution = {},
    year = {2001}
}

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Abstract

Citations

649 A stochastic parts program and noun phrase parser for unrestricted text - Church - 1988
631 J: An Empirical Study of Smoothing Techniques for Language Modeling - SF, Goodman - 1996
540 Class-based n-gram models of natural language - Brown, Pietra, et al. - 1992
519 Scatter/gather: A cluster-based approach to browsing large document collections - Cutting, Pedersen, et al. - 1992
502 A statistical approach to machine translation - Brown, Cocke, et al. - 1990
477 Distributional clustering of english words - Pereira, Tishby, et al. - 1993
355 Generalized Iterative Scaling for Log-Linear Models - Darroch, Ratcliff - 1972
286 The population frequencies of species and the estimation of population parameters - Good - 1953
286 Interpolated estimation of Markov source parameters from sparse data - Jelinek, Mercer - 1980
181 R: A Gaussian prior for smoothing maximum entropy models - SF, Rosenfeld - 1999
179 Improved backing-off for m-gram language modeling - Kneser, Ney - 1995
154 Adaptive Statistical Language Modeling: A Maximum Entropy Approach - Rosenfeld - 1994
149 On structuring probabilistic dependencies in stochastic language modeling. Computer Speech and Language - Ney, Essen, et al. - 1994
142 A cache-based natural language model for speech recognition - Kuhn, Mori - 1990
137 The sphinx-ii speech recognition system: an overview. Computer Speech and Language - Huang, Alleva, et al. - 1993
106 Exploiting syntactic structure for language modeling - Chelba, Jelinek - 1998
88 Entropy-based pruning of backoff language models - Stolcke - 1998
82 Improved clustering techniques for class-based statistical language modelling - Kneser, Ney - 1993
81 A neural probabilistic language model - Bengio, Ducharme, et al.
77 Modeling long distance dependence in language: Topic mixtures vs. dynamic cache models - Iyer, Ostendorf - 1996
66 A hierarchical Dirichlet language model - MacKay, Peto - 1994
63 A Spelling Correction Program Based on a Noisy Channel Model - Kernighan, Church, et al. - 1990
63 Aggregate and mixed-order Markov models for statistical language processing - Saul, Pereira - 1997
51 Scalable backoff language models - Seymore, Rosenfeld - 1996
28 Comparison of Part-of-speech and Automatically Derived Category-based Language Models for Speech Recognition - Niesler, Whittaker, et al. - 1998
26 Using a stochastic context-free grammar as a language model for speech recognition - JURAFKSY, WOOTERS, et al. - 1995
25 Probabilistic Models of Short and Long Distance Word Dependencies in Running Text - Kupiec - 1989
23 Language modeling with sentence-level mixtures - Iyer, Ostendorf, et al. - 1994
23 Speech recognition and the frequency of recently used words: A modified markov model for natural language - Kuhn - 1988
22 Variable n-grams and extensions for conversational speech language modeling - Siu, Ostendorf
19 Improvements on the pronunciation prefix tree search organziation - Alleva, Huang, et al. - 1996
19 A Novel Word Clustering Algorithm Based on Latent Semantic Analysis - Bellegarda, Butzberger, et al. - 1996
19 Language model size reduction by pruning and clustering - Goodman, Gao - 2000
18 Statistical language modeling using a variable context length - Kneser - 1996
17 Efficient Sampling and Feature Selection in Whole Sentence maximum Entropy Language Models - Chen, Rosenfeld - 1999
17 Transforming Out-of-Domain Estimates to Improve In-Domain Language Models - Iyer, Ostendorf - 1997
12 A dynamic LM for speech recognition - Jelinek, Merialdo, et al. - 1991
12 Whole-sentence exponential language models: a vehicle for linguistic-statistical integration. Computers Speech and Language - Rosenfeld, Chen, et al. - 2001
12 Multi-class composite n-gram based on connection direction - Yamamoto, Sagisaka - 1999
10 Lattice based language models - Dupont, Rosenfeld - 1997
10 Estimation of probabilities from sparse data for the langauge model component of a speech recognizer - Katz - 1987
10 Improved backing-o for m-gram language modeling - Kneser, Ney - 1995
10 Assessment of smoothing methods and complex stochastic language modeling - Martin, Hamacher, et al. - 1999
8 Combining syntactic knowledge and visual text recognition: A hidden Markov model for part of speech tagging in a word recognition algorithm - Hull - 1992
7 Exponential language models, logistic regression, and semantic coherence - Cai, Wasserman, et al. - 2000
7 Combining statistical and syntactic methods in recognizing handwritten sentences - Srihari, Baltus - 1992
7 More efficient clustering of n-grams for statistical language modeling - Ueberla - 1995
6 Specification of the 1995 ARPA Hub 3 evaluation: Unlimited vocabulary NAB news baseline - Stern - 1996
5 Hub4 language modeling using domain interpolation and data clustering - Weng, Stolcke, et al. - 1997
4 Scalable backo language models - Seymore, Rosenfeld - 1996
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