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Alexander Franz

dblp:84/4398 · DBLP profile ↗
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9ranked-venue papers
5as first author
0since 2021 · last 2002
0000-0001-9984-3902ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 9 · 5 first-authorGraphics, computer vision, multimedia, augmented reality and games · 5 · 2 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
2 papers
Information extraction and text analysis · 58% Language models and text generation · 42%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Natural language and speech › Language models and text generation › language modeling
statistical language modeling
0.021997
Independence Assumptions Considered Harmful · ACL 1997
A Statistical Method for Handling Unknown Words · AAAI 1994
Natural language and speech › Information extraction and text analysis
ambiguity resolution
0.011997
Independence Assumptions Considered Harmful · ACL 1997
Natural language and speech › Information extraction and text analysis › computational morphology
unknown word handling
0.011994
A Statistical Method for Handling Unknown Words · AAAI 1994

Methods — techniques the papers use, named apart from their topics

statistical language modeling · 0.0interaction modeling · 0.0
YearPublicationVenuePosition
2002 Searching the Web by Voice
Alexander Franz, Brian Milch
COLING1
2000 An Integrated Architecture for Example-Based Machine Translation
Alexander Franz, Keiko Horiguchi, Lei Duan, Doris Ecker, Eugene Koontz, Kazami Uchida
COLING1
2000 Practical spoken language translation using compiled feature structure grammars
Lei Duan, Alexander Franz, Keiko Horiguchi
INTERSPEECH2
2000 An imperative programming language for spoken language translation
Alexander Franz, Keiko Horiguchi, Lei Duan
INTERSPEECH1
1997 Independence Assumptions Considered Harmful
abstract
Many current approaches to statistical language modeling rely on independence assumptions between the different explanatory variables. This results in models which are computationally simple, but which only model the main effects of the explanatory variables on the response variable. This paper presents an argument in favor of a statistical approach that also models the interactions between the explanatory variables. The argument rests on empirical evidence from two series of experimetns concerning automatic ambiguity resolution.
Alexander Franz
ACL1
1997 A probabilistic approach to analogical speech translation
Keiko Horiguchi, Alexander Franz
EUROSPEECH2
1994 A Statistical Method for Handling Unknown Words
Alexander Franz
AAAI1
1994 Coping With Ambiguity in a Large-Scale Machine Translation System
Kathrin Baker, Alexander Franz, Pamela W. Jordan, Teruko Mitamura, Eric Nyberg
COLING2
1994 Large-Scale Machine Translation: An Interlingua Approach
Deryle W. Lonsdale, Alexander Franz, John R. R. Leavitt
IEA/AIE2