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Fabrizio Silvestri

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affiliation: Sapienza University of Rome, Italy
affiliation: Facebook, London, UK
affiliation (former): National Research Council, Italy

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2024
[j36]
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Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, Jia Wang, He Zhu, Hongshik Ahn:
Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent. IEEE Trans. Artif. Intell. 5(4): 1443-1457 (2024)
2023
[j35]
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Giorgio Barnabò, Giovanni Trappolini, Lorenzo Lastilla, Cesare Campagnano, Angela Fan, Fabio Petroni, Fabrizio Silvestri:
CycleDRUMS: automatic drum arrangement for bass lines using CycleGAN. Discov. Artif. Intell. 3(1) (2023)
[j34]
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Giorgio Barnabò, Federico Siciliano, Carlos Castillo, Stefano Leonardi, Preslav Nakov, Giovanni Da San Martino, Fabrizio Silvestri:
Deep active learning for misinformation detection using geometric deep learning. Online Soc. Networks Media 33: 100244 (2023)
2022
[j33]
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Alon Y. Halevy, Cristian Canton-Ferrer, Hao Ma, Umut Ozertem, Patrick Pantel, Marzieh Saeidi, Fabrizio Silvestri, Ves Stoyanov:
Preserving integrity in online social networks. Commun. ACM 65(2): 92-98 (2022)
[j32]
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Gabriele Tolomei, Fabio Pinelli, Fabrizio Silvestri:
Editorial: Human-Interpretable Machine Learning. Frontiers Big Data 5 (2022)
2021
[j31]
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Nicola Tonellotto, Alberto Gotta, Franco Maria Nardini, Daniele Gadler, Fabrizio Silvestri:
Neural network quantization in federated learning at the edge. Inf. Sci. 575: 417-436 (2021)
[j30]
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James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Y. Levy:
From Natural Language Processing to Neural Databases. Proc. VLDB Endow. 14(6): 1033-1039 (2021)
[j29]
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Gabriele Tolomei, Fabrizio Silvestri:
Generating Actionable Interpretations from Ensembles of Decision Trees. IEEE Trans. Knowl. Data Eng. 33(4): 1540-1553 (2021)
2019
[j28]
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Rémy Cazabet, Andrea Passarella, Giulio Rossetti, Fabrizio Silvestri:
Editorial - Special issue on OSNEM network properties and dynamics. Online Soc. Networks Media 12: 21 (2019)
2018
[j27]
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Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani:
X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees. ACM Trans. Intell. Syst. Technol. 9(6): 62:1-62:26 (2018)
2017
[j26]
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Aris Anagnostopoulos, Reem Atassi, Luca Becchetti, Adriano Fazzone, Fabrizio Silvestri:
Tour recommendation for groups. Data Min. Knowl. Discov. 31(5): 1157-1188 (2017)
[j25]
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Xiao Bai, Berkant Barla Cambazoglu, Francesco Gullo, Amin Mantrach, Fabrizio Silvestri:
Exploiting search history of users for news personalization. Inf. Sci. 385: 125-137 (2017)
[j24]
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Mauro Coletto, Luca Maria Aiello, Claudio Lucchese, Fabrizio Silvestri:
Adult content consumption in online social networks. Soc. Netw. Anal. Min. 7(1): 28:1-28:21 (2017)
2016
[j23]
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Nicola Ferro, Fabio Crestani, Marie-Francine Moens, Josiane Mothe, Fabrizio Silvestri, Jaana Kekäläinen, Paolo Rosso, Paul D. Clough, Gabriella Pasi, Christina Lioma, Stefano Mizzaro, Giorgio Maria Di Nunzio, Claudia Hauff, Omar Alonso, Pavel Serdyukov, Gianmaria Silvello:
Report on ECIR 2016: 38th European Conference on Information Retrieval. SIGIR Forum 50(1): 12-27 (2016)
2015
[j22]
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Roi Blanco, Gianmarco De Francisci Morales, Fabrizio Silvestri:
IntoNews: Online news retrieval using closed captions. Inf. Process. Manag. 51(1): 148-162 (2015)
[j21]
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Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri, Ranieri Baraglia:
On Learning Prediction Models for Tourists Paths. ACM Trans. Intell. Syst. Technol. 7(1): 8:1-8:34 (2015)
2013
[j20]
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Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri:
Endorsements and rebuttals in blog distillation. Inf. Sci. 249: 38-47 (2013)
[j19]
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Roberto Grossi, Fabrizio Sebastiani, Fabrizio Silvestri:
Editorial. J. Discrete Algorithms 18: 1-2 (2013)
[j18]
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Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei:
Discovering tasks from search engine query logs. ACM Trans. Inf. Syst. 31(3): 14 (2013)
2012
[j17]
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Daniele Broccolo, Lorenzo Marcon, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri:
Generating suggestions for queries in the long tail with an inverted index. Inf. Process. Manag. 48(2): 326-339 (2012)
[j16]
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  - journals/ipm/CapanniniSB12
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Gabriele Capannini, Fabrizio Silvestri, Ranieri Baraglia:
Sorting on GPUs for large scale datasets: A thorough comparison. Inf. Process. Manag. 48(5): 903-917 (2012)
[j15]
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  - journals/sigir/Baeza-YatesMVZCMBLLSL12
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Ricardo Baeza-Yates, Mari-Carmen Marcos, Arjen P. de Vries, Hugo Zaragoza, Berkant Barla Cambazoglu, Vanessa Murdock, Alvaro Barreiro, David E. Losada, Ronny Lempel, Fabrizio Silvestri, Mounia Lalmas:
ECIR 2012: 34th european conference on information retrieval research. SIGIR Forum 46(2): 34-41 (2012)
2011
[j14]
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Gabriele Capannini, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri:
Efficient Diversification of Web Search Results. Proc. VLDB Endow. 4(7): 451-459 (2011)
2010
[j13]
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  - journals/ftir/Silvestri10
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Fabrizio Silvestri:
Mining Query Logs: Turning Search Usage Data into Knowledge. Found. Trends Inf. Retr. 4(1-2): 1-174 (2010)
[j12]
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Theodora A. Varvarigou, Konstantinos Tserpes, Dimosthenis Kyriazis, Fabrizio Silvestri, Nikolaos Psimogiannos:
A Study on the Effect of Application and Resource Characteristics on the QoS in Service Provisioning Environments. Int. J. Distributed Syst. Technol. 1(1): 55-75 (2010)
[j11]
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Diego Puppin, Fabrizio Silvestri, Raffaele Perego, Ricardo Baeza-Yates:
Tuning the capacity of search engines: Load-driven routing and incremental caching to reduce and balance the load. ACM Trans. Inf. Syst. 28(2): 5:1-5:36 (2010)
2009
[j10]
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Wang-Chien Lee, Jianliang Xu, Jianzhong Li, Fabrizio Silvestri:
Special Section: Scalable information systems. Future Gener. Comput. Syst. 25(1): 51-52 (2009)
2008
[j9]
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Roi Blanco, Fabrizio Silvestri:
ECIR 2008 Workshop on Efficiency Issues on Information Retrieval. SIGIR Forum 42(1): 59-62 (2008)
[j8]
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  - journals/tweb/Baeza-YatesGJMPS08
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Ricardo Baeza-Yates, Aristides Gionis, Flavio Junqueira, Vanessa Murdock, Vassilis Plachouras, Fabrizio Silvestri:
Design trade-offs for search engine caching. ACM Trans. Web 2(4): 20:1-20:28 (2008)
2007
[j7]
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  - journals/cacm/BaragliaS07
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Ranieri Baraglia, Fabrizio Silvestri:
Dynamic personalization of web sites without user intervention. Commun. ACM 50(2): 63-67 (2007)
[j6]
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Fabrizio Silvestri:
Special issue on heterogeneous and distributed IR. Inf. Process. Manag. 43(3): 549-551 (2007)
[j5]
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  - journals/sigir/JunqueiraPSP07
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Flavio Junqueira, Vassilis Plachouras, Fabrizio Silvestri, Ivana Podnar:
Workshop on large-scale distributed systems for information retrieval. SIGIR Forum 41(2): 83-88 (2007)
2006
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  - journals/concurrency/SilvestriPLO06
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Fabrizio Silvestri, Diego Puppin, Domenico Laforenza, Salvatore Orlando:
Toward a search architecture for software components. Concurr. Comput. Pract. Exp. 18(10): 1317-1331 (2006)
[j3]
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Tiziano Fagni, Raffaele Perego, Fabrizio Silvestri, Salvatore Orlando:
Boosting the performance of Web search engines: Caching and prefetching query results by exploiting historical usage data. ACM Trans. Inf. Syst. 24(1): 51-78 (2006)
2005
[j2]
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Ranieri Baraglia, Domenico Laforenza, Fabrizio Silvestri:
SIGIR workshop report: the SIGIR heterogeneous and distributed information retrieval workshop. SIGIR Forum 39(2): 19-24 (2005)
2004
[j1]
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  - journals/jdim/SilvestriBPS04
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Fabrizio Silvestri, Ranieri Baraglia, Paolo Palmerini, Massimo Serranó:
On-line Generation of Suggestions for Web Users. J. Digit. Inf. Manag. 2(2): 104-108 (2004)

Conference and Workshop Papers

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2024
[c122]
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  - conf/ecir/BetelloSMS24
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Filippo Betello, Federico Siciliano, Pushkar Mishra, Fabrizio Silvestri:
Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations. ECIR (2) 2024: 205-220
2023
[c121]
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  - conf/aiia/BacciuCSSTT23
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Andrea Bacciu, Florin Cuconasu, Federico Siciliano, Fabrizio Silvestri, Nicola Tonellotto, Giovanni Trappolini:
RRAML: Reinforced Retrieval Augmented Machine Learning. DP@AI*IA 2023: 29-37
[c120]
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Enrico Palumbo, Andreas Damianou, Alice Wang, Alva Liu, Ghazal Fazelnia, Francesco Fabbri, Rui Ferreira, Fabrizio Silvestri, Hugues Bouchard, Claudia Hauff, Mounia Lalmas, Ben Carterette, Praveen Chandar, David Nyhan:
Graph Learning for Exploratory Query Suggestions in an Instant Search System. CIKM 2023: 4780-4786
[c119]
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Gabriele Tolomei, Cesare Campagnano, Fabrizio Silvestri, Giovanni Trappolini:
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models. CogMI 2023: 128-134
[c118]
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Maria Sofia Bucarelli, Lucas Cassano, Federico Siciliano, Amin Mantrach, Fabrizio Silvestri:
Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels. CVPR 2023: 3439-3448
[c117]
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Valeria Ruscio, Valentino Maiorca, Fabrizio Silvestri:
Attention-likelihood relationship in Transformers. Tiny Papers @ ICLR 2023
[c116]
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Andrea Bacciu, Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Fabrizio Silvestri:
Fauno: The Italian Large Language Model that will leave you senza parole! IIR 2023: 9-17
[c115]
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Iulia Duta, Giulia Cassarà, Fabrizio Silvestri, Pietro Lió:
Sheaf Hypergraph Networks. NeurIPS 2023
[c114]
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Andrea Bacciu, Federico Siciliano, Nicola Tonellotto, Fabrizio Silvestri:
Integrating Item Relevance in Training Loss for Sequential Recommender Systems. RecSys 2023: 1114-1119
[c113]
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  - conf/sigir/ChenSWZT23
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Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Gabriele Tolomei:
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples. SIGIR 2023: 2426-2430
[c112]
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  - conf/sigir/TrappoliniSRHS23
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Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Alon Y. Halevy, Fabrizio Silvestri:
Multimodal Neural Databases. SIGIR 2023: 2619-2628
[c111]
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  - conf/xai/MagisterBKSCSJL23
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Lucie Charlotte Magister, Pietro Barbiero, Dmitry Kazhdan, Federico Siciliano, Gabriele Ciravegna, Fabrizio Silvestri, Mateja Jamnik, Pietro Liò:
Concept Distillation in Graph Neural Networks. xAI (3) 2023: 233-255
2022
[c110]
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  - conf/aistats/LucicHTRS22
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Ana Lucic, Maartje A. ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri:
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks. AISTATS 2022: 4499-4511
[c109]
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  - conf/cikm/ChenSW0AT22
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Ziheng Chen, Fabrizio Silvestri, Jia Wang, He Zhu, Hongshik Ahn, Gabriele Tolomei:
ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models. CIKM 2022: 252-261
[c108]
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  - conf/coling/AlamC0SDMSFN22
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  - https://dblp.org/rec/conf/coling/AlamC0SDMSFN22
Firoj Alam, Stefano Cresci, Tanmoy Chakraborty, Fabrizio Silvestri, Dimiter Dimitrov, Giovanni Da San Martino, Shaden Shaar, Hamed Firooz, Preslav Nakov:
A Survey on Multimodal Disinformation Detection. COLING 2022: 6625-6643
[c107]
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Shivam Sharma, Firoj Alam, Md. Shad Akhtar, Dimitar Dimitrov, Giovanni Da San Martino, Hamed Firooz, Alon Y. Halevy, Fabrizio Silvestri, Preslav Nakov, Tanmoy Chakraborty:
Detecting and Understanding Harmful Memes: A Survey. IJCAI 2022: 5597-5606
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Giorgio Barnabò, Federico Siciliano, Carlos Castillo, Stefano Leonardi, Preslav Nakov, Giovanni Da San Martino, Fabrizio Silvestri:
FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection. IJCNN 2022: 1-8
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Federico Siciliano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri:
NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. IJCNN 2022: 1-17
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Artsiom Sauchuk, James Thorne, Alon Y. Halevy, Nicola Tonellotto, Fabrizio Silvestri:
On the Role of Relevance in Natural Language Processing Tasks. SIGIR 2022: 1785-1789
2021
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James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Y. Halevy:
Database reasoning over text. ACL/IJCNLP (1) 2021: 3091-3104
[c102]
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Dimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, Firoj Alam, Fabrizio Silvestri, Hamed Firooz, Preslav Nakov, Giovanni Da San Martino:
Detecting Propaganda Techniques in Memes. ACL/IJCNLP (1) 2021: 6603-6617
[c101]
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Federico Errica, Fabrizio Silvestri, Bora Edizel, Ludovic Denoyer, Fabio Petroni, Vassilis Plachouras, Sebastian Riedel:
Concept Matching for Low-Resource Classification. IJCNN 2021: 1-8
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Dimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, Firoj Alam, Fabrizio Silvestri, Hamed Firooz, Preslav Nakov, Giovanni Da San Martino:
SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images. SemEval@ACL/IJCNLP 2021: 70-98
2020
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Xiao Bai, Berkant Barla Cambazoglu, Francesco Gullo, Amin Mantrach, Fabrizio Silvestri:
Improving News Personalization Through Search Logs. BIAS 2020: 152-166
[c98]
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Luca Massarelli, Fabio Petroni, Aleksandra Piktus, Myle Ott, Tim Rocktäschel, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel:
How Decoding Strategies Affect the Verifiability of Generated Text. EMNLP (Findings) 2020: 223-235
2019
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Bora Edizel, Aleksandra Piktus, Piotr Bojanowski, Rui Ferreira, Edouard Grave, Fabrizio Silvestri:
Misspelling Oblivious Word Embeddings. NAACL-HLT (1) 2019: 3226-3234
[c96]
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Amin Mantrach, Fabrizio Silvestri:
Enlisting the Public to Build a Healthier Web Information Commons. WWW 2019: 3490-3492
2018
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Rémy Cazabet, Andrea Passarella, Giulio Rossetti, Fabrizio Silvestri:
OSNED 2018 Chairs' Welcome & Organization. WWW (Companion Volume) 2018: 1425-1426
2017
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Gabriele Tolomei, Fabrizio Silvestri, Andrew Haines, Mounia Lalmas:
Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking. KDD 2017: 465-474
[c93]
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Marc Bron, Miriam Redi, Mounia Lalmas, Fabrizio Silvestri, Huw Evans, Mahlon Chute:
Friendly, Appealing or Both?: Characterising User Experience in Sponsored Search Landing Pages. WWW (Companion Volume) 2017: 699-707
2016
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Luca Maria Aiello, Ioannis Arapakis, Ricardo Baeza-Yates, Xiao Bai, Nicola Barbieri, Amin Mantrach, Fabrizio Silvestri:
The Role of Relevance in Sponsored Search. CIKM 2016: 185-194
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Gaurav Singh, Amin Mantrach, Fabrizio Silvestri:
Improving Profiles of Weakly-Engaged Users - With Applications to Recommender Systems. CLEF 2016: 123-134
[c90]
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Mauro Coletto, Luca Maria Aiello, Claudio Lucchese, Fabrizio Silvestri:
On the Behaviour of Deviant Communities in Online Social Networks. ICWSM 2016: 72-81
[c89]
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Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani:
Post-Learning Optimization of Tree Ensembles. IIR 2016
[c88]
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Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens:
Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. SIGIR 2016: 375-384
[c87]
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Noor Aldeen Alawad, Aris Anagnostopoulos, Stefano Leonardi, Ida Mele, Fabrizio Silvestri:
Network-Aware Recommendations of Novel Tweets. SIGIR 2016: 913-916
[c86]
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Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani:
Post-Learning Optimization of Tree Ensembles for Efficient Ranking. SIGIR 2016: 949-952
[c85]
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Nicola Barbieri, Fabrizio Silvestri, Mounia Lalmas:
Improving Post-Click User Engagement on Native Ads via Survival Analysis. WWW 2016: 761-770
2015
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Marcin Sydow, Cristina Ioana Muntean, Franco Maria Nardini, Stan Matwin, Fabrizio Silvestri:
MUSETS: Diversity-Aware Web Query Suggestions for Shortening User Sessions. ISMIS 2015: 237-247
[c83]
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Mounia Lalmas, Janette Lehmann, Guy Shaked, Fabrizio Silvestri, Gabriele Tolomei:
Promoting Positive Post-Click Experience for In-Stream Yahoo Gemini Users. KDD 2015: 1929-1938
[c82]
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Carlos A. Colmenares, Marina Litvak, Amin Mantrach, Fabrizio Silvestri:
HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space. HLT-NAACL 2015: 133-142
[c81]
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Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Narayan Bhamidipati:
Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. SIGIR 2015: 383-392
[c80]
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Ricardo Baeza-Yates, Di Jiang, Fabrizio Silvestri, Beverly Harrison:
Predicting The Next App That You Are Going To Use. WSDM 2015: 285-294
[c79]
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Ricardo Baeza-Yates, Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Fabrizio Silvestri:
Large-scale Contextual Query-to-Ad Matching and Retrieval System for Sponsored Search: (Abstract). WWW (Companion Volume) 2015: 1253
2014
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Ranieri Baraglia, Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri:
LearNext: Learning to Predict Tourists Movements. IIR 2014: 75-79
2013
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Daniele Broccolo, Craig Macdonald, Salvatore Orlando, Iadh Ounis, Raffaele Perego, Fabrizio Silvestri, Nicola Tonellotto:
Load-sensitive selective pruning for distributed search. CIKM 2013: 379-388
[c76]
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Ranieri Baraglia, Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri:
LearNext: learning to predict tourists movements. CIKM 2013: 751-756
[c75]
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Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei:
Modeling and predicting the task-by-task behavior of search engine users. OAIR 2013: 77-84
[c74]
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Daniele Broccolo, Craig Macdonald, Salvatore Orlando, Iadh Ounis, Raffaele Perego, Fabrizio Silvestri, Nicola Tonellotto:
Query Processing in Highly-Loaded Search Engines. SPIRE 2013: 49-55
[c73]
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Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri, Marcin Sydow:
Learning to shorten query sessions. WWW (Companion Volume) 2013: 131-132
[c72]
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  - conf/www/BlancoMS13
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Roi Blanco, Gianmarco De Francisci Morales, Fabrizio Silvestri:
Towards leveraging closed captions for news retrieval. WWW (Companion Volume) 2013: 135-136
2012
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Ranieri Baraglia, Claudio Frattari, Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri:
A Trajectory-Based Recommender System for Tourism. AMT 2012: 196-205
[c70]
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Marco Pennacchiotti, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini:
Making your interests follow you on twitter. CIKM 2012: 165-174
[c69]
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Francesco Bonchi, Ophir Frieder, Franco Maria Nardini, Fabrizio Silvestri, Hossein Vahabi:
Interactive and context-aware tag spell check and correction. CIKM 2012: 1869-1873
[c68]
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Roi Blanco, Diego Ceccarelli, Claudio Lucchese, Raffaele Perego, Fabrizio Silvestri:
You should read this! let me explain you why: explaining news recommendations to users. CIKM 2012: 1995-1999
[c67]
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Anna Corazza, Sergio Di Martino, Valerio Maggio, Alessandro Moschitti, Andrea Passerini, Giuseppe Scanniello, Fabrizio Silvestri:
Using Machine Learning and Information Retrieval Techniques to Improve Software Maintainability. EternalS@ECAI 2012: 117-134
[c66]
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Claudio Lucchese, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini:
How Random Walks Can Help Tourism. ECIR 2012: 195-206
[c65]
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Ranieri Baraglia, Claudio Frattari, Cristina Ioana Muntean, Franco Maria Nardini, Fabrizio Silvestri:
RecTour: A Recommender System for Tourists. Web Intelligence/IAT Workshops 2012: 92-96
[c64]
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  - conf/nldb/BerardiESS12
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Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri:
Blog Distillation via Sentiment-Sensitive Link Analysis. NLDB 2012: 228-233
[c63]
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Francesco Bonchi, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini:
Efficient query recommendations in the long tail via center-piece subgraphs. SIGIR 2012: 345-354
[c62]
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  - conf/sigir/JonassenCS12
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Simon Jonassen, Berkant Barla Cambazoglu, Fabrizio Silvestri:
Prefetching query results and its impact on search engines. SIGIR 2012: 631-640
2011
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Raffaele Perego, Fabrizio Silvestri, Nicola Tonellotto:
Representing Document Lengths with Identifiers. ECIR 2011: 665-669
[c60]
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  - conf/edbt/CeccarelliLOPS11
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Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri:
Caching query-biased snippets for efficient retrieval. EDBT 2011: 93-104
[c59]
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Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri:
Blog Distillation via Sentiment-Sensitive Link Analysis. IIR 2011
[c58]
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Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei:
Identifying task-based sessions in search engine query logs. WSDM 2011: 277-286
[c57]
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Francesco Bonchi, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini:
Recommendations for the long tail by term-query graph. WWW (Companion Volume) 2011: 15-16
[c56]
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Gabriele Capannini, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri:
Efficient diversification of search results using query logs. WWW (Companion Volume) 2011: 17-18
2010
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  - conf/apweb/LamDPS10
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Hoang Thanh Lam, Dinh Viet Dung, Raffaele Perego, Fabrizio Silvestri:
An Incremental Prefix Filtering Approach for the All Pairs Similarity Search Problem. APWeb 2010: 188-194
[c54]
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Fabrizio Silvestri, Rossano Venturini:
VSEncoding: efficient coding and fast decoding of integer lists via dynamic programming. CIKM 2010: 1219-1228
[c53]
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Gabriele Capannini, Fabrizio Silvestri, Ranieri Baraglia:
K-Model: A New Computational Model for Stream Processors. HPCC 2010: 239-246
[c52]
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Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei:
Detecting Task-Based Query Sessions Using Collaborative Knowledge. Web Intelligence/IAT Workshops 2010: 128-131
[c51]
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Gabriele Tolomei, Salvatore Orlando, Fabrizio Silvestri:
Towards a task-based search and recommender systems. ICDE Workshops 2010: 333-336
[c50]
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Daniele Broccolo, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri:
Refreshing Models to Provide Timely Query Recommendations. IIR 2010: 97-98
[c49]
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Ranieri Baraglia, Franco Maria Nardini, Carlos Castillo, Raffaele Perego, Debora Donato, Fabrizio Silvestri:
The effects of time on query flow graph-based models for query suggestion. RIAO 2010: 182-189
[c48]
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Daniele Broccolo, Ophir Frieder, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri:
Incremental Algorithms for Effective and Efficient Query Recommendation. SPIRE 2010: 13-24
[c47]
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Franco Maria Nardini, Fabrizio Silvestri, Hossein Vahabi, Pedram Vahabi, Ophir Frieder:
On Tag Spell Checking. SPIRE 2010: 37-42
[c46]
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Hoang Thanh Lam, Raffaele Perego, Fabrizio Silvestri:
On Using Query Logs for Static Index Pruning. Web Intelligence 2010: 167-170
2009
[c45]
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Ranieri Baraglia, Carlos Castillo, Debora Donato, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri:
Aging effects on query flow graphs for query suggestion. CIKM 2009: 1947-1950
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Salvatore Orlando, Fabrizio Silvestri:
Mining Query Logs. ECIR 2009: 814-817
[c43]
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Elisabetta Di Nitto, Dimka Karastoyanova, Andreas Metzger, Michael Parkin, Marco Pistore, Klaus Pohl, Fabrizio Silvestri, Willem-Jan van den Heuvel:
S-Cube: Addressing Multidisciplinary Research Challenges for the Internet of Services. Future Internet Assembly 2009: 263-272
[c42]
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Matteo Mordacchini, Patrizio Dazzi, Gabriele Tolomei, Ranieri Baraglia, Fabrizio Silvestri, Salvatore Orlando:
Challenges in designing an interest-based distributed aggregation of users in P2P systems. ICUMT 2009: 1-8
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Ranieri Baraglia, Fidel Cacheda, Victor Carneiro, Diego Fernández, Vreixo Formoso, Raffaele Perego, Fabrizio Silvestri:
Search shortcuts: a new approach to the recommendation of queries. RecSys 2009: 77-84
[c40]
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Gabriele Capannini, Fabrizio Silvestri, Ranieri Baraglia, Franco Maria Nardini:
Sorting using BItonic netwoRk wIth CUDA. LSDS-IR@SIGIR 2009
[c39]
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Hoang Thanh Lam, Raffaele Perego, Quan Thoi Minh Nguyen, Fabrizio Silvestri:
Entry Pairing in Inverted File. WISE 2009: 511-522
[c38]
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Ranieri Baraglia, Fidel Cacheda, Victor Carneiro, Vreixo Formoso, Raffaele Perego, Fabrizio Silvestri:
Search shortcuts using click-through data. WSCD@WSDM 2009: 48-55
[c37]
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Ranieri Baraglia, Fidel Cacheda, Victor Carneiro, Vreixo Formoso, Raffaele Perego, Fabrizio Silvestri:
Search shortcuts: driving users towards their goals. WWW 2009: 1073-1074
2008
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Roi Blanco, Fabrizio Silvestri:
Efficiency Issues in Information Retrieval Workshop. ECIR 2008: 711
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Domenico Laforenza, Franco Maria Nardini, Fabrizio Silvestri:
Collaborative ranking of grid-enabled workflow service providers. HPDC 2008: 227-228
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Ronny Lempel, Raffaele Perego, Fabrizio Silvestri:
InfoScale 2008: The Third International ICST Conference on Scalable Information Systems. Infoscale 2008: 1
[c33]
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Fabrizio Silvestri, Ranieri Baraglia, Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
(Query) History Teaches Everything, Including the Future. LA-WEB 2008: 12-22
2007
[c32]
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Domenico Laforenza, Rosario Lombardo, M. Scarpellini, Massimo Serranó, Fabrizio Silvestri, P. Faccioli:
Biological Experiments on the Grid: A Novel Workflow Management Platform. CBMS 2007: 489-494
[c31]
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Konstantinos Tserpes, Dimosthenis Kyriazis, Andreas Menychtas, Theodora A. Varvarigou, Fabrizio Silvestri, Domenico Laforenza:
An Open Architecture for QoS Information in Business Grids. CoreGRID 2007: 37-49
[c30]
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Fabrizio Silvestri:
Sorting Out the Document Identifier Assignment Problem. ECIR 2007: 101-112
[c29]
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Ricardo A. Baeza-Yates, Carlos Castillo, Flavio Junqueira, Vassilis Plachouras, Fabrizio Silvestri:
Challenges on Distributed Web Retrieval. ICDE 2007: 6-20
[c28]
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Diego Puppin, Fabrizio Silvestri, Raffaele Perego, Ricardo A. Baeza-Yates:
Load-balancing and caching for collection selection architectures. Infoscale 2007: 2
[c27]
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Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri:
Mining query logs to optimize index partitioning in parallel web search engines. Infoscale 2007: 43
[c26]
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Ricardo A. Baeza-Yates, Aristides Gionis, Flavio Junqueira, Vanessa Murdock, Vassilis Plachouras, Fabrizio Silvestri:
The impact of caching on search engines. SIGIR 2007: 183-190
[c25]
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Carlos Castillo, Debora Donato, Aristides Gionis, Vanessa Murdock, Fabrizio Silvestri:
Know your neighbors: web spam detection using the web topology. SIGIR 2007: 423-430
2006
[c24]
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Diego Puppin, Fabrizio Silvestri:
The query-vector document model. CIKM 2006: 880-881
[c23]
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Diego Puppin, Fabrizio Silvestri, Domenico Laforenza:
Query-driven document partitioning and collection selection. Infoscale 2006: 34
[c22]
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Ranieri Baraglia, Claudio Lucchese, Salvatore Orlando, Massimo Serranó, Fabrizio Silvestri:
A privacy preserving web recommender system. SAC 2006: 559-563
[c21]
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Diego Puppin, Fabrizio Silvestri:
The social network of Java classes. SAC 2006: 1409-1413
2005
[c20]
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Diego Puppin, Stefano Moncelli, Ranieri Baraglia, Nicola Tonellotto, Fabrizio Silvestri:
A Grid Information Service Based on Peer-to-Peer. Euro-Par 2005: 454-464
[c19]
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Diego Puppin, Fabrizio Silvestri, Domenico Laforenza:
Component Metadata Management and Publication for the Grid. ITCC (2) 2005: 187-192
2004
[c18]
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Diego Puppin, Fabrizio Silvestri, Domenico Laforenza:
An evaluation of component-based software design approaches. CCGRID 2004: 744-753
[c17]
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Diego Puppin, Fabrizio Silvestri, Domenico Laforenza, Salvatore Orlando:
A Search Architecture for Grid Software Components. Future Generation Grids 2004: 155-169
[c16]
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Tiziano Fagni, Raffaele Perego, Fabrizio Silvestri:
A Highly Scalable Parallel Caching System for Web Search Engine Results. Euro-Par 2004: 347-354
[c15]
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Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri:
WebDocs: a real-life huge transactional dataset. FIMI 2004
[c14]
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Fabrizio Silvestri, Salvatore Orlando, Raffaele Perego:
WINGS: A Parallel Indexer for Web Contents. International Conference on Computational Science 2004: 263-270
[c13]
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Fabrizio Silvestri, Ranieri Baraglia, Paolo Palmerini, Massimo Serranó:
On-line Generation of Suggestions for Web Users. ITCC (1) 2004: 392-397
[c12]
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Ranieri Baraglia, Francesco Merlo, Fabrizio Silvestri:
An Effective Recommender System for Highly Dynamic and Large Web Sites. PKDD 2004: 531-533
[c11]
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Fabrizio Silvestri, Raffaele Perego, Salvatore Orlando:
Assigning document identifiers to enhance compressibility of Web Search Engines indexes. SAC 2004: 600-605
[c10]
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Ranieri Baraglia, Fabrizio Silvestri:
An Online Recommender System. SEBD 2004: 130-141
[c9]
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Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri:
Assigning Document Identifiers to Enhance Compressibility of Fulltext Indices. SEBD 2004: 222-229
[c8]
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Fabrizio Silvestri, Salvatore Orlando, Raffaele Perego:
Assigning identifiers to documents to enhance the clustering property of fulltext indexes. SIGIR 2004: 305-312
[c7]
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Ranieri Baraglia, Fabrizio Silvestri:
An Online Recommender System for Large Web Sites. Web Intelligence 2004: 199-205
[c6]
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Fabrizio Silvestri, Diego Puppin, Domenico Laforenza, Salvatore Orlando:
A Search Architecture for Grid Software Components. Web Intelligence 2004: 495-498
2003
[c5]
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Salvatore Orlando, Claudio Lucchese, Paolo Palmerini, Raffaele Perego, Fabrizio Silvestri:
kDCI: a Multi-Strategy Algorithm for Mining Frequent Sets. FIMI 2003
[c4]
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Fabrizio Silvestri, Tiziano Fagni, Salvatore Orlando, Paolo Palmerini, Raffaele Perego:
A Hybrid Strategy for Caching Web Search Engine Results. WWW (Posters) 2003
2002
[c3]
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Salvatore Orlando, Paolo Palmerini, Raffaele Perego, Fabrizio Silvestri:
Scheduling High Performance Data Mining Tasks on a Data Grid Environment. Euro-Par 2002: 375-384
[c2]
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Salvatore Orlando, Paolo Palmerini, Raffaele Perego, Fabrizio Silvestri:
Adaptive and Resource-Aware Mining of Frequent Sets. ICDM 2002: 338-345
[c1]
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Salvatore Orlando, Paolo Palmerini, Raffaele Perego, Fabrizio Silvestri:
An Efficient Parallel and Distributed Algorithm for Counting Frequent Sets. VECPAR 2002: 421-435

Parts in Books or Collections

see FAQ

What is the meaning of the colors in the publication lists?

2014
[p3]
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Claudio Lucchese, Cristina Ioana Muntean, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini:
Recommender Systems. Mining User Generated Content 2014: 287-317
2010
[p2]
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  - conf/scube/MetzgerBCDKKKMNWa10
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Andreas Metzger, Salima Benbernou, Manuel Carro, Maha Driss, Gabor Kecskemeti, Raman Kazhamiakin, Kyriakos Kritikos, Andrea Mocci, Elisabetta Di Nitto, Branimir Wetzstein, Fabrizio Silvestri:
Analytical Quality Assurance. S-CUBE Book 2010: 209-270
2006
[p1]
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Diego Puppin, Fabrizio Silvestri, Salvatore Orlando, Domenico Laforenza:
Toward GRIDLE: A Way to Build Grid Applications Searching Through an Ecosystem of Components. Grid Computing: Software Environments and Tools 2006: 176-204

Editorship

see FAQ

What is the meaning of the colors in the publication lists?

2022
[e11]
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Richard Chbeir, Zi Helen Huang, Fabrizio Silvestri, Yannis Manolopoulos, Yanchun Zhang:
Web Information Systems Engineering - WISE 2022 - 23rd International Conference, Biarritz, France, November 1-3, 2022, Proceedings. Lecture Notes in Computer Science 13724, Springer 2022, ISBN 978-3-031-20890-4 [contents]
2019
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Maristella Agosti, Emanuele Di Buccio, Massimo Melucci, Stefano Mizzaro, Gabriella Pasi, Fabrizio Silvestri:
Proceedings of the 10th Italian Information Retrieval Workshop, Padova, Italy, September 16-18, 2019. CEUR Workshop Proceedings 2441, CEUR-WS.org 2019 [contents]
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Ling Liu, Ryen W. White, Amin Mantrach, Fabrizio Silvestri, Julian J. McAuley, Ricardo Baeza-Yates, Leila Zia:
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019. ACM 2019, ISBN 978-1-4503-6674-8 [contents]
2016
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Nicola Ferro, Fabio Crestani, Marie-Francine Moens, Josiane Mothe, Fabrizio Silvestri, Giorgio Maria Di Nunzio, Claudia Hauff, Gianmaria Silvello:
Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings. Lecture Notes in Computer Science 9626, Springer 2016, ISBN 978-3-319-30670-4 [contents]
2015
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Jian Pei, Fabrizio Silvestri, Jie Tang:
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015, Paris, France, August 25 - 28, 2015. ACM 2015, ISBN 978-1-4503-3854-7 [contents]
2013
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Rafael E. Banchs, Fabrizio Silvestri, Tie-Yan Liu, Min Zhang, Sheng Gao, Jun Lang:
Information Retrieval Technology - 9th Asia Information Retrieval Societies Conference, AIRS 2013, Singapore, December 9-11, 2013. Proceedings. Lecture Notes in Computer Science 8281, Springer 2013, ISBN 978-3-642-45067-9 [contents]
2012
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Ricardo Baeza-Yates, Arjen P. de Vries, Hugo Zaragoza, Berkant Barla Cambazoglu, Vanessa Murdock, Ronny Lempel, Fabrizio Silvestri:
Advances in Information Retrieval - 34th European Conference on IR Research, ECIR 2012, Barcelona, Spain, April 1-5, 2012. Proceedings. Lecture Notes in Computer Science 7224, Springer 2012, ISBN 978-3-642-28996-5 [contents]
2011
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Ronny Lempel, Raffaele Perego, Fabrizio Silvestri:
3rd International ICST Conference on Scalable Information Systems, INFOSCALE 2008, Vico Equense, Italy, June 4-6, 2008. ICST / ACM 2011, ISBN 978-963-9799-28-8 [contents]
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Roberto Grossi, Fabrizio Sebastiani, Fabrizio Silvestri:
String Processing and Information Retrieval, 18th International Symposium, SPIRE 2011, Pisa, Italy, October 17-21, 2011. Proceedings. Lecture Notes in Computer Science 7024, Springer 2011, ISBN 978-3-642-24582-4 [contents]
2007
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Jianzhong Li, Wang-Chien Lee, Fabrizio Silvestri:
Proceedings of the 2nf International Conference on Scalable Information Systems, Infoscale 2007, Suzhou, China, June 6-8, 2007. ACM International Conference Proceeding Series 304, ACM 2007, ISBN 978-1-59593-757-5 [contents]
2006
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Ivana Podnar, Fabrizio Silvestri, Jie Lu, Raffaele Perego:
Proceedings of the international workshop on Information retrieval in peer-to-peer networks, P2PIR '06, Arlington, Virginia, USA, November 11, 2006. ACM 2006 [contents]

Reference Works

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What is the meaning of the colors in the publication lists?

2018
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Ronny Lempel, Fabrizio Silvestri:
Web Search Result Caching and Prefetching. Encyclopedia of Database Systems (2nd ed.) 2018
2009
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Ronny Lempel, Fabrizio Silvestri:
Web Search Result Caching and Prefetching. Encyclopedia of Database Systems 2009: 3501-3506

Informal and Other Publications

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What is the meaning of the colors in the publication lists?

2024
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Maria Sofia Bucarelli, Giuseppe Alessio D'Inverno, Monica Bianchini, Franco Scarselli, Fabrizio Silvestri:
A topological description of loss surfaces based on Betti Numbers. CoRR abs/2401.03824 (2024)
[i47]
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Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri:
The Power of Noise: Redefining Retrieval for RAG Systems. CoRR abs/2401.14887 (2024)
[i46]
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Andrea Giuseppe Di Francesco, Francesco Caso, Maria Sofia Bucarelli, Fabrizio Silvestri:
Link Prediction under Heterophily: A Physics-Inspired Graph Neural Network Approach. CoRR abs/2402.14802 (2024)
[i45]
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Marco De Nadai, Francesco Fabbri, Paul Gigioli, Alice Wang, Ang Li, Fabrizio Silvestri, Laura Kim, Shawn Lin, Vladan Radosavljevic, Sandeep Ghael, David Nyhan, Hugues Bouchard, Mounia Lalmas-Roelleke, Andreas Damianou:
Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks. CoRR abs/2403.05185 (2024)
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Jacopo Lenti, Fabrizio Silvestri, Gianmarco De Francisci Morales:
Variational Inference of Parameters in Opinion Dynamics Models. CoRR abs/2403.05358 (2024)
[i43]
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Daniel Trippa, Cesare Campagnano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri:
∇ τ: Gradient-based and Task-Agnostic machine Unlearning. CoRR abs/2403.14339 (2024)
2023
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Valeria Ruscio, Valentino Maiorca, Fabrizio Silvestri:
Attention-likelihood relationship in transformers. CoRR abs/2303.08288 (2023)
[i41]
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  - journals/corr/abs-2303-09470
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Farooq Ahmad Wani, Maria Sofia Bucarelli, Fabrizio Silvestri:
Combining Distance to Class Centroids and Outlier Discounting for Improved Learning with Noisy Labels. CoRR abs/2303.09470 (2023)
[i40]
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  - journals/corr/abs-2304-09097
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Antonio Purificato, Giulia Cassarà, Pietro Liò, Fabrizio Silvestri:
Sheaf Neural Networks for Graph-based Recommender Systems. CoRR abs/2304.09097 (2023)
[i39]
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  - journals/corr/abs-2305-00574
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Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Gabriele Tolomei:
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples. CoRR abs/2305.00574 (2023)
[i38]
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Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Alon Y. Halevy, Fabrizio Silvestri:
Multimodal Neural Databases. CoRR abs/2305.01447 (2023)
[i37]
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Andrea Bacciu, Federico Siciliano, Nicola Tonellotto, Fabrizio Silvestri:
Integrating Item Relevance in Training Loss for Sequential Recommender Systems. CoRR abs/2305.10824 (2023)
[i36]
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Francesco Caso, Giovanni Trappolini, Andrea Bacciu, Pietro Liò, Fabrizio Silvestri:
Renormalized Graph Neural Networks. CoRR abs/2306.00707 (2023)
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Andrea Bacciu, Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Fabrizio Silvestri:
Fauno: The Italian Large Language Model that will leave you senza parole! CoRR abs/2306.14457 (2023)
[i34]
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Andrea Bacciu, Florin Cuconasu, Federico Siciliano, Fabrizio Silvestri, Nicola Tonellotto, Giovanni Trappolini:
RRAML: Reinforced Retrieval Augmented Machine Learning. CoRR abs/2307.12798 (2023)
[i33]
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Filippo Betello, Federico Siciliano, Pushkar Mishra, Fabrizio Silvestri:
Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations: an Empirical Study. CoRR abs/2307.13165 (2023)
[i32]
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Iulia Duta, Giulia Cassarà, Fabrizio Silvestri, Pietro Liò:
Sheaf Hypergraph Networks. CoRR abs/2309.17116 (2023)
[i31]
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Gabriele Tolomei, Cesare Campagnano, Fabrizio Silvestri, Giovanni Trappolini:
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models. CoRR abs/2310.04875 (2023)
[i30]
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Andrea Bernini, Fabrizio Silvestri, Gabriele Tolomei:
Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning. CoRR abs/2310.08909 (2023)
[i29]
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Alex J. Chan, José Luis Redondo García, Fabrizio Silvestri, Colm O'Donnel, Konstantina Palla:
Harmonizing Global Voices: Culturally-Aware Models for Enhanced Content Moderation. CoRR abs/2312.02401 (2023)
[i28]
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  - journals/corr/abs-2312-15228
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Federico Siciliano, Luca Maiano, Lorenzo Papa, Federica Baccini, Irene Amerini, Fabrizio Silvestri:
Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News without Modifying It. CoRR abs/2312.15228 (2023)
[i27]
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Giulia Di Teodoro, Federico Siciliano, Valerio Guarrasi, Anne-Mieke Vandamme, Valeria Ghisetti, Anders Sönnerborg, Maurizio Zazzi, Fabrizio Silvestri, Laura Palagi:
A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1. CoRR abs/2312.17506 (2023)
2022
[i26]
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  - journals/corr/abs-2205-04274
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Shivam Sharma, Firoj Alam, Md. Shad Akhtar, Dimitar Dimitrov, Giovanni Da San Martino, Hamed Firooz, Alon Y. Halevy, Fabrizio Silvestri, Preslav Nakov, Tanmoy Chakraborty:
Detecting and Understanding Harmful Memes: A Survey. CoRR abs/2205.04274 (2022)
[i25]
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  - journals/corr/abs-2207-13586
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Lucie Charlotte Magister, Pietro Barbiero, Dmitry Kazhdan, Federico Siciliano, Gabriele Ciravegna, Fabrizio Silvestri, Pietro Liò, Mateja Jamnik:
Encoding Concepts in Graph Neural Networks. CoRR abs/2207.13586 (2022)
[i24]
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Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Zhenhua Huang, Hongshik Ahn, Gabriele Tolomei:
GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations. CoRR abs/2208.04222 (2022)
[i23]
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  - journals/corr/abs-2209-09688
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Giovanni Trappolini, Valentino Maiorca, Silvio Severino, Emanuele Rodolà, Fabrizio Silvestri, Gabriele Tolomei:
Sparse Vicious Attacks on Graph Neural Networks. CoRR abs/2209.09688 (2022)
2021
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Ana Lucic, Maartje ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri:
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks. CoRR abs/2102.03322 (2021)
[i21]
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  - journals/corr/abs-2103-12541
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Firoj Alam, Stefano Cresci, Tanmoy Chakraborty, Fabrizio Silvestri, Dimiter Dimitrov, Giovanni Da San Martino, Shaden Shaar, Hamed Firooz, Preslav Nakov:
A Survey on Multimodal Disinformation Detection. CoRR abs/2103.12541 (2021)
[i20]
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Giorgio Barnabò, Giovanni Trappolini, Lorenzo Lastilla, Cesare Campagnano, Angela Fan, Fabio Petroni, Fabrizio Silvestri:
CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN. CoRR abs/2104.00353 (2021)
[i19]
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  - journals/corr/abs-2105-09284
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Dimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, Firoj Alam, Fabrizio Silvestri, Hamed Firooz, Preslav Nakov, Giovanni Da San Martino:
SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images. CoRR abs/2105.09284 (2021)
[i18]
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James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Y. Halevy:
Database Reasoning Over Text. CoRR abs/2106.01074 (2021)
[i17]
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  - journals/corr/abs-2109-08013
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Dimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, Firoj Alam, Fabrizio Silvestri, Hamed Firooz, Preslav Nakov, Giovanni Da San Martino:
Detecting Propaganda Techniques in Memes. CoRR abs/2109.08013 (2021)
[i16]
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Federico Siciliano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri:
NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. CoRR abs/2110.02775 (2021)
[i15]
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  - journals/corr/abs-2110-11960
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Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, He Zhu, Jia Wang, Hongshik Ahn:
ReLACE: Reinforcement Learning Agent for Counterfactual Explanations of Arbitrary Predictive Models. CoRR abs/2110.11960 (2021)
2020
[i14]
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  - journals/corr/abs-2001-07524
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Pushkar Mishra, Aleksandra Piktus, Gerard Goossen, Fabrizio Silvestri:
Node Masking: Making Graph Neural Networks Generalize and Scale Better. CoRR abs/2001.07524 (2020)
[i13]
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Federico Errica, Ludovic Denoyer, Bora Edizel, Fabio Petroni, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel:
Concept Matching for Low-Resource Classification. CoRR abs/2006.00937 (2020)
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Alon Y. Halevy, Cristian Canton-Ferrer, Hao Ma, Umut Ozertem, Patrick Pantel, Marzieh Saeidi, Fabrizio Silvestri, Ves Stoyanov:
Preserving Integrity in Online Social Networks. CoRR abs/2009.10311 (2020)
[i11]
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James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel, Alon Y. Halevy:
Neural Databases. CoRR abs/2010.06973 (2020)
2019
[i10]
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Bora Edizel, Aleksandra Piktus, Piotr Bojanowski, Rui Ferreira, Edouard Grave, Fabrizio Silvestri:
Misspelling Oblivious Word Embeddings. CoRR abs/1905.09755 (2019)
[i9]
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  - journals/corr/abs-1911-03587
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Luca Massarelli, Fabio Petroni, Aleksandra Piktus, Myle Ott, Tim Rocktäschel, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel:
How Decoding Strategies Affect the Verifiability of Generated Text. CoRR abs/1911.03587 (2019)
2016
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Gaurav Singh, Fabrizio Silvestri, John Shawe-Taylor:
Neighborhood Sensitive Mapping for Zero-Shot Classification using Independently Learned Semantic Embeddings. CoRR abs/1605.08242 (2016)
[i7]
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Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens:
Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. CoRR abs/1607.01869 (2016)
[i6]
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Mauro Coletto, Luca Maria Aiello, Claudio Lucchese, Fabrizio Silvestri:
On the Behaviour of Deviant Communities in Online Social Networks. CoRR abs/1610.08372 (2016)
[i5]
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Mauro Coletto, Luca Maria Aiello, Claudio Lucchese, Fabrizio Silvestri:
Pornography consumption in Social Media. CoRR abs/1612.08157 (2016)
2012
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Kris Jack, Maurizio Sambati, Fabrizio Silvestri, Salvatore Trani, Rossano Venturini:
Cite-as-you-write. ERCIM News 2012(90) (2012)
2011
[i3]
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  - journals/corr/abs-1105-4255
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Gabriele Capannini, Franco Maria Nardini, Raffaele Perego, Fabrizio Silvestri:
Efficient Diversification of Web Search Results. CoRR abs/1105.4255 (2011)
2008
[i2]
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Domenico Laforenza, Franco Maria Nardini, Fabrizio Silvestri, Gabriele Tolomei:
SPRANKER: A Discovery Tool to Rank Service Providers Using Quality of Experience. ERCIM News 2008(74) (2008)
2004
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Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri:
Design of a Parallel and Distributed Web Search Engine. CoRR cs.IR/0407053 (2004)

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