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Multitask Prompted Training Enables Zero-Shot Task Generalization

V. Sanh, A. Webson, C. Raffel, S. Bach, L. Sutawika, Z. Alyafeai, A. Chaffin, A. Stiegler, A. Raja, M. Dey, M. Bari, C. Xu, U. Thakker, S. Sharma, E. Szczechla, T. Kim, G. Chhablani, N. Nayak, D. Datta, J. Chang, M. Jiang, H. Wang, M. Manica, S. Shen, Z. Yong, H. Pandey, R. Bawden, T. Wang, T. Neeraj, J. Rozen, A. Sharma, A. Santilli, T. Fevry, J. Fries, R. Teehan, T. Scao, S. Biderman, L. Gao, T. Wolf, and A. Rush. International Conference on Learning Representations, (2022)

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Andrea Schub

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KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations.F. Zanzotto, A. Santilli, L. Ranaldi, D. Onorati, P. Tommasino, and F. Fallucchi. EMNLP (1), page 256-267. Association for Computational Linguistics, (2020)Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsA. Srivastava, A. Rastogi, A. Rao, A. Shoeb, A. Abid, A. Fisch, A. Brown, A. Santoro, A. Gupta, A. Garriga-Alonso and 441 other author(s). (2022)cite arxiv:2206.04615Comment: 27 pages, 17 figures + references and appendices, repo: https://github.com/google/BIG-bench.Multitask Prompted Training Enables Zero-Shot Task GeneralizationV. Sanh, A. Webson, C. Raffel, S. Bach, L. Sutawika, Z. Alyafeai, A. Chaffin, A. Stiegler, A. Raja, M. Dey and 30 other author(s). International Conference on Learning Representations, (2022)Multitask Prompted Training Enables Zero-Shot Task Generalization.V. Sanh, A. Webson, C. Raffel, S. Bach, L. Sutawika, Z. Alyafeai, A. Chaffin, A. Stiegler, T. Scao, A. Raja and 31 other author(s). CoRR, (2021)Fauno: The Italian Large Language Model that will leave you senza parole!A. Bacciu, G. Trappolini, A. Santilli, E. Rodolà, and F. Silvestri. IIR, volume 3448 of CEUR Workshop Proceedings, page 9-17. CEUR-WS.org, (2023)A Kernel-based Approach for Irony and Sarcasm Detection in Italian.A. Santilli, D. Croce, and R. Basili. EVALITA@CLiC-it, volume 2263 of CEUR Workshop Proceedings, CEUR-WS.org, (2018)Multimodal Neural Databases.G. Trappolini, A. Santilli, E. Rodolà, A. Halevy, and F. Silvestri. SIGIR, page 2619-2628. ACM, (2023)KERMITviz: Visualizing Neural Network Activations on Syntactic Trees.L. Ranaldi, F. Fallucchi, A. Santilli, and F. Zanzotto. MTSR, volume 1537 of Communications in Computer and Information Science, page 139-147. Springer, (2021)Accelerating Transformer Inference for Translation via Parallel Decoding.A. Santilli, S. Severino, E. Postolache, V. Maiorca, M. Mancusi, R. Marin, and E. Rodolà. ACL (1), page 12336-12355. Association for Computational Linguistics, (2023)Explanatory Learning: Beyond Empiricism in Neural Networks.A. Norelli, G. Mariani, L. Moschella, A. Santilli, G. Parascandolo, S. Melzi, and E. Rodolà. CoRR, (2022)

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Multitask Prompted Training Enables Zero-Shot Task Generalization

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Andrea Witzenrath

Andrea Rottach

Andrea Hruby

Michaela Andrea Fingas

Andrea Schub

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Disambiguation of "Santilli, Andrea"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Multitask Prompted Training Enables Zero-Shot Task Generalization

Please choose a person to relate this publication to

Andrea Witzenrath

Andrea Rottach

Andrea Hruby

Michaela Andrea Fingas

Andrea Schub

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Disambiguation

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Multitask Prompted Training Enables Zero-Shot Task Generalization