this paper, we will describe a simple rule-based approach to automated learning of linguistic knowledge. This approach has been shown for a number of tasks to capture information in a clearer and more direct fashion without a compromise in performance. We present a detailed case study of this learning method applied to part of speech tagging
|
2573
|
Classification and Regression Trees
– Breiman, Friedman, et al.
- 1984
|
|
2526
|
Induction of decision trees
– Quinlan
- 1986
|
|
1196
|
Building a large annotated corpus of English: the penn treebank
– Marcus, Marcinkiewicz, et al.
- 1993
|
|
1072
|
Introduction to WordNet: An On-line Lexical Database
– Miller, Beckwith, et al.
- 1990
|
|
588
|
A stochastic parts program and noun phrase parser for unrestricted text
– Church
- 1988
|
|
406
|
A statistical approach to machine translation
– Brown, Cocke, et al.
- 1990
|
|
370
|
A simple rule-based part of speech tagger
– Brill
- 1992
|
|
298
|
A Practical Part-of-Speech Tagger
– Cutting, Kupiec, et al.
- 1992
|
|
271
|
Self-organized language modeling for speech recognition
– JELINEK
- 1990
|
|
265
|
Aprogram for aligning sentences in bilingual corpora
– Gale, Church
- 1993
|
|
251
|
Inferring decision trees using the minimum description length principle
– Quinlan, Rivest
- 1989
|
|
232
|
Structural Ambiguity and Lexical Relations
– Hindle, Rooth
- 1993
|
|
222
|
Frequency Analysis of English Usage: Lexicon and Grammar
– Francis, Kucera
- 1982
|
|
175
|
A method for disambiguating word senses in a large corpus
– Gale, Church, et al.
- 1993
|
|
156
|
Tagging english text with a probabilistic model
– Merialdo
- 1994
|
|
150
|
Robust part-of-speech tagging using a hidden Markov model.” Computer Speech and Language 6
– Kupiec
- 1992
|
|
146
|
Word-sense disambiguation using statistical methods
– Brown, Pietra, et al.
- 1991
|
|
143
|
Classi cation and Regression Trees
– Breiman, Friedman, et al.
- 1984
|
|
137
|
A corpus-based approach to Language Learning
– Brill
- 1993
|
|
136
|
Towards history-based grammars: Using richer models for probabilistic parsing
– Black, Jelinek, et al.
- 1993
|
|
132
|
Grammatical category disambiguation by statistical optimisation
– DeRose
- 1988
|
|
123
|
Some Advances In Rule-Based Part of Speech Tagging AAAI
– Brill
- 1994
|
|
113
|
Automatic grammar induction and parsing free text: A transformationbased approach
– Brill
- 1993
|
|
111
|
Coping with ambiguity and unknown words through probabilistic models
– Weischedel, Meteer, et al.
- 1993
|
|
110
|
A rule-based approach to prepositional phrase attachment disambiguation
– Brill, Resnik
- 1994
|
|
105
|
Word-sense disambiguation using decomposable models
– Bruce, Wiebe
- 1994
|
|
91
|
Disambiguation of Super Parts of Speech (or Supertags): Almost Parsing
– Joshi, Srinivas
- 1994
|
|
64
|
Parsing the LOB corpus
– Marcken
- 1990
|
|
55
|
Acquiring disambiguation rules from text
– Hindle
- 1989
|
|
55
|
A probabilistic parsing method for sentence disambiguation
– Fujisaki, Jelinek, et al.
- 1991
|
|
39
|
CLAWS4: The tagging of the British National Corpus
– Leech, Garside, et al.
- 1994
|
|
29
|
Transformation-Based Error-Driven Parsing
– Brill
- 1993
|
|
25
|
A computational approach to grammatical coding of English words
– Klein, Simmons
- 1963
|
|
25
|
Generating a grammar for statistical training
– Sharman, Jelinek, et al.
- 1990
|
|
24
|
Decision tree models applied to the labeling of text with parts of speech
– Black, Jelinek, et al.
- 1992
|
|
16
|
Exploring the statistical derivation of transformational rule sequences for part-of-speech tagging
– Ramshaw, Marcus
- 1994
|
|
11
|
String Analysis of Language Structure
– Harris
- 1962
|
|
10
|
Equations for part of speech tagging
– Charniak, Hendrickson, et al.
- 1993
|
|
10
|
Generation of pronunciations from orthographies using transformation-based error-driven learning
– Huang, Son-Bell, et al.
- 1994
|
|
4
|
A Probabilistic Parsing Method for Sentence Disambiguation
– Fujisaki, Jelinek, et al.
- 1989
|
|
4
|
Deterministic part of speech tagging with finite state transducers
– Roche, Schabes
- 1995
|
|
4
|
Part of speech tagging using a variable memory Markov model
– Schutze, Singer
- 1994
|
|
4
|
A Corpus-Based Approach to Language Learning. Doctoral dissertation
– Brill
- 1993
|
|
2
|
Deterministic part of speech tagging with nite state transducers
– Roche, Schabes
- 1995
|
|
1
|
Decision tree models apphed to the labehng of text with parts-of-speech
– Black, Jehnek, et al.
- 1992
|
|
1
|
Eric Brill Transormation-Based Error-Driven Learning
– Brown, Lai, et al.
- 1991
|
|
1
|
Parsing the LOB corpus
– DcMarcken
- 1990
|
|
1
|
Acquiring disambiguation rules from text
– Hindlc
- 1989
|
|
1
|
Self-Organized Language Modelling for Speech Recognition. Dordrecht
– Jclinck
- 1985
|
|
1
|
Tagging english text with a probabilistic model. Computational Linguistics
– Mcrialdo
- 1994
|