Michele Catasta

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Marinka ZitnikAssistant Professor, Harvard UniversityVerified email at hms.harvard.edu
Gianluca DemartiniProfessor at the University of QueenslandVerified email at cs.berkeley.edu
Hongyu RenOpenAIVerified email at openai.com
Karl AbererProfessor of Computer and Communication Sciences, EPFLVerified email at epfl.ch
Philippe Cudre-MaurouxFull Professor (Computer Science), U. of Fribourg–SwitzerlandVerified email at unifr.ch
Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Djellel DifallahAssistant Professor, Computer Science, NYU Abu DhabiVerified email at nyu.edu
Matthias FeyFounding Engineer @ kumo.aiVerified email at tu-dortmund.de
Weihua HuStanfordVerified email at stanford.edu
Robert WestEPFLVerified email at epfl.ch
Stefan DeckerFraunhofer FIT, RWTH Aachen UniversityVerified email at informatik.rwth-aachen.de
Panos IpeirotisNew York UnivesityVerified email at stern.nyu.edu
Charles SuttonGoogle, University of EdinburghVerified email at inf.ed.ac.uk

Michele Catasta

President of Replit

Verified email at cs.stanford.edu - Homepage

Large Language Models Agents AI for Code Machine Learning Information Retrieval


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Palm: Scaling language modeling with pathways A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ... Journal of Machine Learning Research 24 (240), 1-113, 2023	5664	2023
Open graph benchmark: Datasets for machine learning on graphs W Hu, M Fey, M Zitnik, Y Dong, H Ren, B Liu, M Catasta, J Leskovec Advances in neural information processing systems 33, 22118-22133, 2020	3119	2020
Palm 2 technical report R Anil, AM Dai, O Firat, M Johnson, D Lepikhin, A Passos, S Shakeri, ... arXiv preprint arXiv:2305.10403, 2023	1665	2023
Sindice.com: a document-oriented lookup index for open linked data E Oren, R Delbru, M Catasta, R Cyganiak, H Stenzhorn, G Tummarello International Journal of Metadata, Semantics and Ontologies 3 (1), 37-52, 2008	479	2008
The dynamics of micro-task crowdsourcing: The case of amazon mturk DE Difallah, M Catasta, G Demartini, PG Ipeirotis, P Cudré-Mauroux Proceedings of the 24th international conference on world wide web, 238-247, 2015	313	2015
Sig.ma: Live views on the web of data G Tummarello, R Cyganiak, M Catasta, S Danielczyk, R Delbru, S Decker Journal of Web Semantics 8 (4), 355-364, 2010	281	2010
Language-agnostic representation learning of source code from structure and context D Zügner, T Kirschstein, M Catasta, J Leskovec, S Günnemann arXiv preprint arXiv:2103.11318, 2021	149	2021
Scaling-up the crowd: Micro-task pricing schemes for worker retention and latency improvement D Difallah, M Catasta, G Demartini, P Cudré-Mauroux Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 2 …, 2014	88	2014
Hierarchical link analysis for ranking web data R Delbru, N Toupikov, M Catasta, G Tummarello, S Decker The Semantic Web: Research and Applications: 7th Extended Semantic Web …, 2010	83	2010
TRank: Ranking Entity Types Using the Web of Data A Tonon, M Catasta, G Demartini, P Cudré-Mauroux, K Aberer The Semantic Web–ISWC 2013: 12th International Semantic Web Conference …, 2013	71	2013
Next place prediction using mobile data LH Tran, M Catasta, LK McDowell, K Aberer Proceedings of the Mobile Data Challenge Workshop (MDC 2012), 2012	55	2012
A node indexing scheme for web entity retrieval R Delbru, N Toupikov, M Catasta, G Tummarello The Semantic Web: Research and Applications: 7th Extended Semantic Web …, 2010	55	2010
An introduction to hybrid human-machine information systems G Demartini, DE Difallah, U Gadiraju, M Catasta Foundations and Trends® in Web Science 7 (1), 1-87, 2017	53	2017
Contextualized ranking of entity types based on knowledge graphs A Tonon, M Catasta, R Prokofyev, G Demartini, K Aberer, ... Journal of Web Semantics 37, 170-183, 2016	53	2016
Natural language to code generation in interactive data science notebooks P Yin, WD Li, K Xiao, A Rao, Y Wen, K Shi, J Howland, P Bailey, ... arXiv preprint arXiv:2212.09248, 2022	52	2022
Differential benefits of explicit failure-driven and success-driven scaffolding in problem-solving prior to instruction. T Sinha, M Kapur, R West, M Catasta, M Hauswirth, D Trninic Journal of Educational Psychology 113 (3), 530, 2021	42	2021
On the subjectivity and bias of web content credibility evaluations M Kąkol, M Jankowski-Lorek, K Abramczuk, A Wierzbicki, M Catasta Proceedings of the 22nd international conference on world wide web, 1131-1136, 2013	42	2013
Structuring Wikipedia articles with section recommendations T Piccardi, M Catasta, L Zia, R West The 41st International ACM SIGIR Conference on Research & Development in …, 2018	31	2018
SAGE: A hybrid geopolitical event forecasting system F Morstatter, A Galstyan, G Satyukov, D Benjamin, A Abeliuk, M Mirtaheri, ... 28th International Joint Conference on Artificial Intelligence, IJCAI 2019 …, 2019	27	2019
Measuring the impact of programming language distribution G Orlanski, K Xiao, X Garcia, J Hui, J Howland, J Malmaud, J Austin, ... International Conference on Machine Learning, 26619-26645, 2023	23	2023

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