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Michele Catasta
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2020 – today
- 2023
- [j9]Daniel M. Benjamin, Fred Morstatter, Ali E. Abbas, Andrés Abeliuk, Pavel Atanasov, Stephen Bennett, Andreas Beger
, Saurabh Birari, David V. Budescu, Michele Catasta, Emilio Ferrara, Lucas Haravitch, Mark Himmelstein, K. S. M. Tozammel Hossain, Yuzhong Huang, Woojeong Jin, Regina Joseph, Jure Leskovec
Hybrid forecasting of geopolitical events†. AI Mag. 44(1): 112-128 (2023) - [j8]Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel:
PaLM: Scaling Language Modeling with Pathways. J. Mach. Learn. Res. 24: 240:1-240:113 (2023) - [c27]Pengcheng Yin, Wen-Ding Li, Kefan Xiao, Abhishek Rao, Yeming Wen, Kensen Shi, Joshua Howland, Paige Bailey, Michele Catasta, Henryk Michalewski, Oleksandr Polozov, Charles Sutton:
Natural Language to Code Generation in Interactive Data Science Notebooks. ACL (1) 2023: 126-173 - [c26]Gabriel Orlanski, Kefan Xiao, Xavier Garcia, Jeffrey Hui, Joshua Howland, Jonathan Malmaud, Jacob Austin, Rishabh Singh, Michele Catasta:
Measuring the Impact of Programming Language Distribution. ICML 2023: 26619-26645 - [i9]Gabriel Orlanski, Kefan Xiao, Xavier Garcia, Jeffrey Hui, Joshua Howland, Jonathan Malmaud, Jacob Austin, Rishabh Singh, Michele Catasta:
Measuring The Impact Of Programming Language Distribution. CoRR abs/2302.01973 (2023) - [i8]Rohan Anil, Andrew M. Dai, Orhan Firat, Melvin Johnson, Dmitry Lepikhin, Alexandre Passos, Siamak Shakeri, Emanuel Taropa, Paige Bailey, Zhifeng Chen, Eric Chu, Jonathan H. Clark, Laurent El Shafey, Yanping Huang, Kathy Meier-Hellstern, Gaurav Mishra, Erica Moreira, Mark Omernick, Kevin Robinson, Sebastian Ruder, Yi Tay, Kefan Xiao, Yuanzhong Xu, Yujing Zhang, Gustavo Hernández Ábrego, Junwhan Ahn, Jacob Austin, Paul Barham, Jan A. Botha, James Bradbury, Siddhartha Brahma, Kevin Brooks, Michele Catasta, Yong Cheng, Colin Cherry, Christopher A. Choquette-Choo, Aakanksha Chowdhery, Clément Crepy, Shachi Dave, Mostafa Dehghani, Sunipa Dev, Jacob Devlin, Mark Díaz, Nan Du, Ethan Dyer, Vladimir Feinberg, Fangxiaoyu Feng, Vlad Fienber, Markus Freitag, Xavier Garcia, Sebastian Gehrmann, Lucas Gonzalez, et al.:
PaLM 2 Technical Report. CoRR abs/2305.10403 (2023) - 2022
- [i7]Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel:
PaLM: Scaling Language Modeling with Pathways. CoRR abs/2204.02311 (2022) - [i6]Pengcheng Yin, Wen-Ding Li, Kefan Xiao, Abhishek Rao, Yeming Wen, Kensen Shi, Joshua Howland, Paige Bailey, Michele Catasta, Henryk Michalewski, Alex Polozov, Charles Sutton:
Natural Language to Code Generation in Interactive Data Science Notebooks. CoRR abs/2212.09248 (2022) - 2021
- [c25]Daniel Zügner, Tobias Kirschstein, Michele Catasta, Jure Leskovec, Stephan Günnemann:
Language-Agnostic Representation Learning of Source Code from Structure and Context. ICLR 2021 - [c24]Timoté Vaucher, Andreas Spitz
Quotebank: A Corpus of Quotations from a Decade of News. WSDM 2021: 328-336 - [i5]Daniel Zügner, Tobias Kirschstein, Michele Catasta, Jure Leskovec, Stephan Günnemann:
Language-Agnostic Representation Learning of Source Code from Structure and Context. CoRR abs/2103.11318 (2021) - 2020
- [c23]Weihua Hu, Matthias Fey, Marinka Zitnik, Yuxiao Dong, Hongyu Ren, Bowen Liu, Michele Catasta, Jure Leskovec:
Open Graph Benchmark: Datasets for Machine Learning on Graphs. NeurIPS 2020 - [i4]Weihua Hu, Matthias Fey, Marinka Zitnik, Yuxiao Dong, Hongyu Ren, Bowen Liu, Michele Catasta, Jure Leskovec:
Open Graph Benchmark: Datasets for Machine Learning on Graphs. CoRR abs/2005.00687 (2020)
2010 – 2019
- 2019
- [c22]Tanmay Sinha, Manu Kapur, Robert West, Michele Catasta, Matthias Hauswirth, Dragan Trninic:
Impact of Explicit Failure and Success-driven Preparatory Activities on Learning. CogSci 2019: 2804-2810 - [c21]Fred Morstatter, Aram Galstyan, Gleb Satyukov, Daniel Benjamin
SAGE: A Hybrid Geopolitical Event Forecasting System. IJCAI 2019: 6557-6559 - 2018
- [c20]Jérémie Rappaz, Michele Catasta, Robert West, Karl Aberer:
Latent Structure in Collaboration: The Case of Reddit r/place. ICWSM 2018: 261-269 - [c19]Tiziano Piccardi
Structuring Wikipedia Articles with Section Recommendations. SIGIR 2018: 665-674 - [i3]Jérémie Rappaz, Michele Catasta, Robert West, Karl Aberer:
Latent Structure in Collaboration: the Case of Reddit r/place. CoRR abs/1804.05962 (2018) - [i2]Tiziano Piccardi, Michele Catasta, Leila Zia, Robert West:
Structuring Wikipedia Articles with Section Recommendations. CoRR abs/1804.05995 (2018) - 2017
- [j7]Gianluca Demartini
An Introduction to Hybrid Human-Machine Information Systems. Found. Trends Web Sci. 7(1): 1-87 (2017) - [c18]Jérémie Rappaz, Maria-Luiza Vladarean, Julian J. McAuley, Michele Catasta:
Bartering Books to Beers: A Recommender System for Exchange Platforms. WSDM 2017: 505-514 - [c17]Panayiotis Smeros, Amit Gupta, Michele Catasta, Karl Aberer:
deepschema.org: An Ontology for Typing Entities in the Web of Data. LDOW@WWW 2017 - 2016
- [j6]Alberto Tonon
Contextualized ranking of entity types based on knowledge graphs. J. Web Semant. 37-38: 170-183 (2016) - [c16]Ujwal Gadiraju, Gianluca Demartini, Djellel Eddine Difallah, Michele Catasta:
It's getting crowded!: how to use crowdsourcing effectively for web science research. WebSci 2016: 11 - 2015
- [b1]Michele Catasta:
MEM0R1ES: Memory-based Information Systems. EPFL, Switzerland, 2015 - [j5]Jean-Eudes Ranvier, Michele Catasta, Matteo Vasirani, Karl Aberer:
RoutineSense: A Mobile Sensing Framework for the Reconstruction of User Routines. EAI Endorsed Trans. Ambient Syst. 2(5): e5 (2015) - [c15]Djellel Eddine Difallah
The Dynamics of Micro-Task Crowdsourcing: The Case of Amazon MTurk. WWW 2015: 238-247 - [c14]Djellel Eddine Difallah, Michele Catasta, Gianluca Demartini, Panagiotis G. Ipeirotis
The Dynamics of Micro-Task Crowdsourcing: The Case of Amazon MTurk. WWW (Companion Volume) 2015: 617 - [c13]Alberto Tonon, Michele Catasta, Gianluca Demartini, Philippe Cudré-Mauroux:
Fixing the Domain and Range of Properties in Linked Data by Context Disambiguation. LDOW@WWW 2015 - 2014
- [j4]Michele Catasta, Alberto Tonon, Djellel Eddine Difallah
TransactiveDB: Tapping into Collective Human Memories. Proc. VLDB Endow. 7(14): 1977-1980 (2014) - [j3]Michele Catasta, Alberto Tonon, Gianluca Demartini
B-hist: Entity-centric search over personal web browsing history. J. Web Semant. 27-28: 19-25 (2014) - [c12]Djellel Eddine Difallah, Michele Catasta, Gianluca Demartini, Philippe Cudré-Mauroux:
Scaling-Up the Crowd: Micro-Task Pricing Schemes for Worker Retention and Latency Improvement. HCOMP 2014: 50-58 - [c11]Karl Aberer, Michele Catasta, Georgios Christodoulou, Ivan Gavrilovic, Filip Hrisafov, Mathieu Monney, Abdessalam Ouaazki, Boris Perovic, Horia Radu, Jean-Eudes Ranvier, Matteo Vasirani, Zhixian Yan:
Memo-it: don't write your diary, sense it. UbiComp Adjunct 2014: 203-206 - [c10]Karl Aberer, Michele Catasta, Horia Radu, Jean-Eudes Ranvier, Matteo Vasirani, Zhixian Yan:
MemorySense: Reconstructing and ranking user memories on mobile devices. PerCom Workshops 2014: 195-198 - [c9]Michele Catasta, Alberto Tonon, Djellel Eddine Difallah
Hippocampus: answering memory queries using transactive search. WWW (Companion Volume) 2014: 535-540 - 2013
- [c8]Surender Reddy Yerva, Michele Catasta, Gianluca Demartini
Entity disambiguation in tweets leveraging user social profiles. IRI 2013: 120-128 - [c7]Alberto Tonon, Michele Catasta, Gianluca Demartini
TRank: Ranking Entity Types Using the Web of Data. ISWC (1) 2013: 640-656 - [c6]Michal Kakol, Michal Jankowski-Lorek, Katarzyna Abramczuk, Adam Wierzbicki, Michele Catasta:
On the subjectivity and bias of web content credibility evaluations. WWW (Companion Volume) 2013: 1131-1136 - 2012
- [i1]Michele Catasta:
Narrowing the Readability Gap Between Scientific Papers and the World Wide Web. Adv. Math. Commun. 1 (2012) - 2011
- [c5]Ian Rolewicz, Michele Catasta, Hoyoung Jeung, Zoltán Miklós, Karl Aberer:
Building a Front End for a Sensor Data Cloud. ICCSA (3) 2011: 566-581 - 2010
- [j2]Giovanni Tummarello, Richard Cyganiak, Michele Catasta, Szymon Danielczyk, Renaud Delbru, Stefan Decker
Sig.ma: Live views on the Web of Data. J. Web Semant. 8(4): 355-364 (2010) - [c4]Zoltán Miklós, Nicolas Bonvin, Paolo Bouquet, Michele Catasta, Daniele Cordioli, Peter Fankhauser, Julien Gaugaz, Ekaterini Ioannou
From Web Data to Entities and Back. CAiSE 2010: 302-316 - [c3]Renaud Delbru, Nickolai Toupikov, Michele Catasta, Giovanni Tummarello, Stefan Decker
Hierarchical Link Analysis for Ranking Web Data. ESWC (2) 2010: 225-239 - [c2]Renaud Delbru, Nickolai Toupikov, Michele Catasta, Giovanni Tummarello:
A Node Indexing Scheme for Web Entity Retrieval. ESWC (2) 2010: 240-256 - [c1]Giovanni Tummarello, Richard Cyganiak, Michele Catasta, Szymon Danielczyk, Renaud Delbru, Stefan Decker
Sig.ma: live views on the web of data. WWW 2010: 1301-1304
2000 – 2009
- 2009
- [p1]Michele Catasta, Renaud Delbru, Nickolai Toupikov, Giovanni Tummarello:
Managing Terabytes of Web Semantics Data. Semantic Web Information Management 2009: 93-123 - 2008
- [j1]Eyal Oren, Renaud Delbru, Michele Catasta, Richard Cyganiak, Holger Stenzhorn, Giovanni Tummarello:
Sindice.com: a document-oriented lookup index for open linked data. Int. J. Metadata Semant. Ontologies 3(1): 37-52 (2008)
Coauthor Index
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