(Enter summary)
Abstract: This thesis describes a novel statistical named-entity (i.e. \proper name")
recognition system known as \MENE" (Maximum Entropy Named Entity). Named
entity (N.E.) recognition is a form of information extraction in which we seek to
classify every word in a document as being a person-name, organization, location,
date, time, monetary value, percentage, or \none of the above". The task has particular
signi
cance for Internet search engines, machine translation, the automatic
indexing of... (Update)
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BibTeX entry: (Update)
Borthwick,A. A Maximum Entropy Approach to Named Entity Recognition. Ph.D. Thesis. New York University. September, 1999. http://citeseer.ist.psu.edu/borthwick99maximum.html More
@misc{ borthwick99maximum,
author = "A. Borthwick",
title = "A Maximum Entropy Approach to Named Entity Recognition",
text = "Borthwick,A. A Maximum Entropy Approach to Named Entity Recognition. Ph.D.
Thesis. New York University. September, 1999.",
year = "1999",
url = "citeseer.ist.psu.edu/borthwick99maximum.html" }
Citations (may not include all citations):
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Elements of Information Theory (context) - Cover, Thomas - 1991
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Program for Machine Learning (context) - Quinlan - 1993
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Programming Language (context) - Stroustrup, The - 1997
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A maximum entropy approach to natural language processing
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Information theory and statistical mechanics (context) - Jaynes - 1957
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Generalized iterative scaling for log-linear models (context) - Darroch, Ratcliff - 1972
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Probability theory: The logic of science (context) - Jaynes - 1998
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Adaptive Statistical Language Modeling: A Maximum Entropy Ap..
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73
Natural Language Parsing as Statistical Pattern Recognition (context) - Magerman - 1994
53
A maximum entropy approach to identifying sentence boundarie..
- Reynar, Ratnaparkhi - 1997
49
A maximum entropy model for part-of-speech tagging
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29
Exploiting diverse knowledge sources via maximum entropy in ..
- Borthwick, Sterling et al. - 1998
19
The NYU system for MUC-6 or where's the syntax
- Grishman - 1995
18
NYU: Description of the MENE named entity system as used in ..
- Borthwick, Sterling et al. - 1998
13
Named entity extraction from broadcast news
- Miller, Schwartz et al. - 1999
11
Nymble: a high-performance learning name- nder (context) - Bikel, Miller et al. - 1997
10
Japanese dependency structure analysis based on maximum entr..
- Uchimoto, Sekine - 1999
9
Notes on present status and future prospects
- Jaynes - 1990
9
Using collocation statistics in information extraction
- Lin - 1998
9
Algorithms that learn to extract information{BBN: Descriptio..
- Miller, Crystal et al. - 1998
8
Inducing features of random elds (context) - Pietra, Della et al. - 1995
8
Named entity extraction from speech: Approach and results us..
- Appelt, Martin - 1999
6
especially for multidimensional contingency tables (context) - Good - 1963
4
A maximum penalized entropy construction of conditional log-.. (context) - Brown, Della et al.
3
Facile: Description of the NE system used for MUC
- Black, Rinaldi et al. - 1998
2
A comparison of criteria for maximum entropy /minimum diverg..
- Berger, Printz - 1998
2
Fast computation maximum entropyminimum divergence model fea.. (context) - computation, entropy et al. - 1998
2
Japanese morphological analyzing system: Juman (context) - Matumoto, Kurohashi et al. - 1997
2
Includes documentation which has an overview of MaxEnt model.. (context) - Ristad - 1998
2
LTG: Description of the NE recognition system used for MUC (context) - Mikheev, Grover - 1998
2
Personal communication from Satoshi Sekine (context) - Sekine - 1998
2
extractor system as used in MUC (context) - Krupka, Hausman - 1998
2
NYU system for Japanese NE - MET (context) - Sekine - 1998
2
Personal communication from Satoshi Sekine (context) - Sekine - 1999
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A decision tree method for nding and classifying names in Ja.. (context) - Sekine, Grishman et al. - 1998
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Maximum entropy modeling for discrete domains (context) - Ristad
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Personal communication from J (context) - Fukumoto, Shimohata - 1999
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Oki Electric Industry: Description of the Oki system as used.. (context) - Fukumoto, Masumi et al. - 1998
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NTT Data: Description of the Erie system used for MET-2 Japa.. (context) - Eriguchi, Kitani - 1998
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technology: Overview of results (context) - Marsh, Perzanowski et al. - 1998
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Studies in data annotation eectiveness (context) - Crystal, Kubala - 1999
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Personal communication from Fumito Masui (context) - Masui - 1998
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MUC-7 scoring methodology (context) - Chinchor - 1998
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Electronic version of the standard available at http://www (context) - ISO, standard - 1997
1
and Robinson (context) - Chinchor, Brown et al. - 1999
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Lecture for Introduction to Arti cial Intelligence Class (context) - Davis
1
The Viterbi search routine used in this work was written by .. (context) - Straszheim - 1998
1
The egcs project. egcs 1.1. http://egcs.cygnus.com, Septembe.. (context) - project, egcs et al. - 1998
1
Event99 named entity task de nition (context) - Chinchor, Brown et al. - 1999
1
and Papineni (context) - Borthwick, Florian - 1997
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MUC-7 named entity task de nition (context) - Chinchor, Marsh - 1998
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Personal communication from John Sterling (context) - Sterling - 1998
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