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Evaluation Techniques for Automatic Semantic Extraction: Comparing Syntactic and Window Based Approaches
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Some Empirical Evidence for Annotation Noise in a Benchmarked Dataset
A number of recent articles in computational linguistics venues called for a closer exami- nation of the type of noise present in anno- tated datasets used for benchmarking (Rei- dsma …...
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Generating Polarity Lexicons with WordNet propagation in 5 languages
AbstractIn this paper we focus on the creation of general-purpose (as opposed to domain-specific) polarity lexicons in five languages: French, Italian, Dutch, English and Spanish using WordNet propagation. WordNet propagation …...
A Framework for Evaluation of Machine Reading Comprehension Gold Standards
AbstractMachine Reading Comprehension (MRC) is the task of answering a question over a paragraph of text. While neural MRC systems gain popularity and achieve noticeable performance, issues are being raised …...