Siegfried Handschuh
4 papers in the PaperMetrix corpus
Papers by this author
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A Sentence Simplification System for Improving Relation Extraction
2017 · Alexandria (UniSG) (University of St.Gallen)
In this demo paper, we present a text simplification approach that is directed at improving the performance of state-of-the-art Open Relation Extraction (RE) systems. As syntactically complex sentences often pose a challenge for current Open …
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Uncovering More Shallow Heuristics: Probing the Natural Language Inference Capacities of Transformer-Based Pre-Trained Language Models Using Syllogistic Patterns
2022 · arXiv (Cornell University)
In this article, we explore the shallow heuristics used by transformer-based pre-trained language models (PLMs) that are fine-tuned for natural language inference (NLI). To do so, we construct or own dataset based on syllogistic, and …
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Composite Semantic Relation Classification
2017 · Zenodo (CERN European Organization for Nuclear Research)
Different semantic interpretation tasks such as text entailment and question answering require the classification of semantic relations between terms or entities within text. However, in most cases it is not possible to assign a direct …
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Capturing the Varieties of Natural Language Inference: A Systematic Survey of Existing Datasets and Two Novel Benchmarks
2023 · Journal of Logic Language and Information
Abstract Transformer-based Pre-Trained Language Models currently dominate the field of Natural Language Inference (NLI). We first survey existing NLI datasets, and we systematize them according to the different kinds of logical inferences that are being …