Search Results - "Kleinbauer, Thomas"

Employing distance-based semantics to interpret spoken referring expressions by Zukerman, Ingrid, Kim, Su Nam, Kleinbauer, Thomas, Moshtaghi, Masud

“…•An interpretation process that considers multiple alternatives.•A mechanism for combining uncertainty from a variety of sources.•Distance functions with…”
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TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models by Davody, Ali, Adelani, David Ifeoluwa, Kleinbauer, Thomas, Klakow, Dietrich

“…Transferring knowledge from one domain to another is of practical importance for many tasks in natural language processing, especially when the amount of…”
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Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces by Hahn, Vanessa, Ruiter, Dana, Kleinbauer, Thomas, Klakow, Dietrich

“…Hate speech and profanity detection suffer from data sparsity, especially for languages other than English, due to the subjective nature of the tasks and the…”
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Exploiting Social Media Content for Self-Supervised Style Transfer by Ruiter, Dana, Kleinbauer, Thomas, España-Bonet, Cristina, van Genabith, Josef, Klakow, Dietrich

“…Recent research on style transfer takes inspiration from unsupervised neural machine translation (UNMT), learning from large amounts of non-parallel data by…”
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Privacy Guarantees for De-identifying Text Transformations by Adelani, David Ifeoluwa, Davody, Ali, Kleinbauer, Thomas, Klakow, Dietrich

“…Machine Learning approaches to Natural Language Processing tasks benefit from a comprehensive collection of real-life user data. At the same time, there is a…”
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On the effect of normalization layers on Differentially Private training of deep Neural networks by Davody, Ali, Adelani, David Ifeoluwa, Kleinbauer, Thomas, Klakow, Dietrich

“…Differentially private stochastic gradient descent (DPSGD) is a variation of stochastic gradient descent based on the Differential Privacy (DP) paradigm, which…”
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Preventing Author Profiling through Zero-Shot Multilingual Back-Translation by Adelani, David Ifeoluwa, Zhang, Miaoran, Shen, Xiaoyu, Davody, Ali, Kleinbauer, Thomas, Klakow, Dietrich

“…Documents as short as a single sentence may inadvertently reveal sensitive information about their authors, including e.g. their gender or ethnicity. Style…”
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Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online by Ruiter, Dana, Reiners, Liane, D'Sa, Ashwin Geet, Kleinbauer, Thomas, Fohr, Dominique, Illina, Irina, Klakow, Dietrich, Schemer, Christian, Monnier, Angeliki

“…Even though hate speech (HS) online has been an important object of research in the last decade, most HS-related corpora over-simplify the phenomenon of hate…”
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