David M. Magerman
David M. Magerman has 2 papers in our library, in 1993–1995; often with Ezra Black, Fred Jelinek, Robert Mercer.
OpenAlex · h-index 15 · 38 works · 1,606 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 231 times in our library · ⭐ Paper Stars ranking: #2305
Affiliations
🎓University of PennsylvaniaPhiladelphia ·
United States1990–2002 · 2 papers🎓Stanford UniversityStanford ·
United States1991–1994 · 5 papers🔬IBM Research - Thomas J. Watson Research CenterYorktown Heights ·
United States1992–1994 · 4 papers
Concepts, shelves and topics
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
Works by year
1990s
19951 paperStatistical Decision-Tree Models for Parsing19931 paperTowards History-based Grammars: Using Richer Models for Probabilistic Parsing
Papers
- Statistical Decision-Tree Models for Parsing (1995 · 733 citations)
Magerman presents SPATTER, a statistical parser that learns every parsing choice from a treebank instead of relying on a hand-built grammar. - Towards History-based Grammars: Using Richer Models for Probabilistic Parsing (1993 · 211 citations)
The paper addresses structural ambiguity in parsing. Earlier probabilistic models, such as the standard P-CFG, condition each rule choice on very little context. The authors propose History-based Grammars (HBG), a generative model in which the probability of expanding each node may depend on anything already built in…
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