Abstract | ||
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Since treebanks have become available to researchers a wide variety of techniques has been used to make broad coverage parsing systems. This makes quantitative evaluation very important, but the current evaluation methods have a number of drawbacks such as arbitrary choices in the treebank and the difficulty in measuring statistical significance. We suggest a more detailed method for testing a parsing system using constituent boundaries, with a number of measures that give more information than current measures, and evaluate the quality of the test. We also show that statistical significance cannot be calculated in a straightforward way, and suggest a calculation method for the case of Bracket Recall. |
Year | DOI | Venue |
---|---|---|
1996 | 10.3115/992628.992725 | COLING |
Keywords | Field | DocType |
constituent boundary,detailed method,current measure,arbitrary choice,calculation method,current evaluation method,careful evaluation,parsing system,broad coverage,statistical significance,quantitative evaluation | Computer science,Treebank,Artificial intelligence,Natural language processing,Parsing,Recall | Conference |
Volume | Citations | PageRank |
C96-1 | 1 | 0.39 |
References | Authors | |
6 | 2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Wide R. Hogenhout | 1 | 8 | 2.31 |
yuji matsumoto | 2 | 3008 | 300.05 |