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Douwe Kiela
Researcher at Facebook
Publications - 153
Citations - 11846
Douwe Kiela is an academic researcher from Facebook. The author has contributed to research in topics: Natural language & Computer science. The author has an hindex of 45, co-authored 152 publications receiving 8464 citations. Previous affiliations of Douwe Kiela include University of Cambridge & Katholieke Universiteit Leuven.
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The Hateful Memes Challenge: Competition Report
Douwe Kiela,Hamed Firooz,Aravind Mohan,Vedanuj Goswami,Amanpreet Singh,Casey A. Fitzpatrick,Peter Bull,Greg Lipstein,Tony Nelli,Ron Zhu,Niklas Muennighoff,Riza Velioglu,Jewgeni Rose,Phillip Lippe,Nithin Holla,Shantanu Chandra,Santhosh Rajamanickam,Georgios Antoniou,Ekaterina Shutova,Helen Yannakoudakis,Vlad Sandulescu,Umut Ozertem,Patrick Pantel,Lucia Specia,Devi Parikh +24 more
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I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling
TL;DR: This article proposed a structured utterance-based approach of using pre-trained Transformer models for contradiction detection with the typical unstructured approach and showed that their best contradiction detection model correlates well with human judgments and further provide evidence for its usage in automatically evaluating and improving the consistency of state-of-theart generative chatbots.
Proceedings ArticleDOI
Zipf's law across languages of the world: towards a quantitative measure of lexical diversity
Christian Bentz,Douwe Kiela +1 more
TL;DR: The authors used Zipf's law as a cross-linguistic, quantitative measure of the lexical diversity of languages in parallel to biodiversity indices, which can help to model factors driving the evolution of lexical encoding strategies on historical and evolutionary timescales.
Posted Content
Quasi-Equivalence Discovery for Zero-Shot Emergent Communication.
TL;DR: In this article, the Quasi-Equivalence Discovery (QED) algorithm is used to discover protocols that can generalize to independently trained agents in a zero-shot coordination (ZSC) setting.