Patricia Fischer


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When Beards Start Shaving Men: A Subject-object Resolution Test Suite for Morpho-syntactic and Semantic Model Introspection
Patricia Fischer | Daniël de Kok | Erhard Hinrichs
Proceedings of the 28th International Conference on Computational Linguistics

In this paper, we introduce the SORTS Subject-Object Resolution Test Suite of German minimal sentence pairs for model introspection. The full test suite consists of 18,502 transitive clauses with manual annotations of 8 word order patterns, 5 morphological and syntactic and 11 semantic property classes. The test suite has been constructed such that sentences are minimal pairs with respect to a property class. Each property has been selected with a particular focus on its effect on subject-object resolution, the second-most error-prone task within syntactic parsing of German after prepositional phrase attachment (Fischer et al., 2019). The size and detail of annotations make the test suite a valuable resource for natural language processing applications with syntactic and semantic tasks. We use dependency parsing to demonstrate how the test suite allows insights into the process of subject-object resolution. Based on the test suite annotations, word order and case syncretism can be identified as most important factors that affect subject-object resolution.


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Association Metrics in Neural Transition-Based Dependency Parsing
Patricia Fischer | Sebastian Pütz | Daniël de Kok
Proceedings of the Fifth International Conference on Dependency Linguistics (Depling, SyntaxFest 2019)


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Distributional regularities of verbs and verbal adjectives: Treebank evidence and broader implications
Daniël de Kok | Patricia Fischer | Corina Dima | Erhard Hinrichs
Proceedings of the 16th International Workshop on Treebanks and Linguistic Theories