Difference between revisions of "Parsing (State of the art)"
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| Collins' Parser || Lexicalized PCFG || Collins' Thesis [http://people.csail.mit.edu/mcollins/papers/thesis.ps], Bikel's Thesis [http://www.cis.upenn.edu/~dbikel/papers/thesis.pdf] || Dan Bikel's Implementation [http://www.cis.upenn.edu/~dbikel/software.html] || ??? || | | Collins' Parser || Lexicalized PCFG || Collins' Thesis [http://people.csail.mit.edu/mcollins/papers/thesis.ps], Bikel's Thesis [http://www.cis.upenn.edu/~dbikel/papers/thesis.pdf] || Dan Bikel's Implementation [http://www.cis.upenn.edu/~dbikel/software.html] || ??? || | ||
|- | |- | ||
− | + | | Berkeley Parser || Automatically induced PCFG || Petrov, Barrett, Thibaux and Klein, ACL 2006 [http://www.eecs.berkeley.edu/~petrov/data/acl06.pdf], Petrov and Klein, NAACL 2007 [http://www.eecs.berkeley.edu/~petrov/data/naacl07.pdf] || Available [http://nlp.cs.berkeley.edu/Main.html#Parsing] || 90.1 || | |
+ | Works well also for Chinese and German | ||
+ | |- | ||
|} | |} | ||
[[Category:State of the art]] | [[Category:State of the art]] |
Revision as of 11:30, 19 June 2007
"Standard" measure:
PARSEVAL -- the evalb[1] program.
"Standard" datasets:
- Training: WSJ sections 2-22
- Testing: WSJ section 23
System Name | Short Description | Main Publications | Software (if available) | Results | Comments (i.e. extra resources used, train/test times, ...) |
---|---|---|---|---|---|
Johnson & Charniak's Parser | Lexicalized N-Best PCFG + Discriminative re-reanking | Mark Johnson and Eugene Charniak, ACL 2005 [2] | Available [3] | 91.4 | Works well also on Brown |
Collins' Parser | Lexicalized PCFG | Collins' Thesis [4], Bikel's Thesis [5] | Dan Bikel's Implementation [6] | ??? | |
Berkeley Parser | Automatically induced PCFG | Petrov, Barrett, Thibaux and Klein, ACL 2006 [7], Petrov and Klein, NAACL 2007 [8] | Available [9] | 90.1 |
Works well also for Chinese and German |