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CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN


Apr 09, 2021
Giorgio Barnabò, Giovanni Trappolini, Lorenzo Lastilla, Cesare Campagnano, Angela Fan, Fabio Petroni, Fabrizio Silvestri

* 9 pages, 5 figures, submitted to IEEE Transactions on Multimedia, the authors contributed equally to this work 

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A Survey on Multimodal Disinformation Detection


Mar 13, 2021
Firoj Alam, Stefano Cresci, Tanmoy Chakraborty, Fabrizio Silvestri, Dimiter Dimitrov, Giovanni Da San Martino, Shaden Shaar, Hamed Firooz, Preslav Nakov

* disinformation, misinformation, factuality, harmfulness, fake news, propaganda, multimodality, text, images, videos, network structure, temporality 

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CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks


Feb 05, 2021
Ana Lucic, Maartje ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri

* Under review, 10 pages 

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Neural Databases


Oct 14, 2020
James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Halevy

* Submitted to PVLDB vol 14 

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Preserving Integrity in Online Social Networks


Sep 25, 2020
Alon Halevy, Cristian Canton Ferrer, Hao Ma, Umut Ozertem, Patrick Pantel, Marzieh Saeidi, Fabrizio Silvestri, Ves Stoyanov


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Concept Matching for Low-Resource Classification


Jun 01, 2020
Federico Errica, Ludovic Denoyer, Bora Edizel, Fabio Petroni, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel


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Node Masking: Making Graph Neural Networks Generalize and Scale Better


Feb 20, 2020
Pushkar Mishra, Aleksandra Piktus, Gerard Goossen, Fabrizio Silvestri


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How Decoding Strategies Affect the Verifiability of Generated Text


Nov 09, 2019
Luca Massarelli, Fabio Petroni, Aleksandra Piktus, Myle Ott, Tim Rocktäschel, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel


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Misspelling Oblivious Word Embeddings


May 23, 2019
Bora Edizel, Aleksandra Piktus, Piotr Bojanowski, Rui Ferreira, Edouard Grave, Fabrizio Silvestri

* 9 Pages 

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Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking


Jun 20, 2017
Gabriele Tolomei, Fabrizio Silvestri, Andrew Haines, Mounia Lalmas

* 10 pages, KDD 2017 

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Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising


Jul 07, 2016
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens

* 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy 
* 10 pages, 4 figures, 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy 

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Neighborhood Sensitive Mapping for Zero-Shot Classification using Independently Learned Semantic Embeddings


May 26, 2016
Gaurav Singh, Fabrizio Silvestri, John Shawe-Taylor

* 16 Pages 

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