ANDREA SANTILLI

Dottorando

ciclo: XXXVI
email:

co-supervisore: Prof. Emanuele Rodolà

Produzione scientifica

11573/1672044 - 2023 - Latent Autoregressive Source Separation

Postolache, Emilian; Mariani, Giorgio; Mancusi, Michele; Santilli, Andrea; Cosmo, Luca; Rodola', Emanuele - 04b Atto di convegno in volume

congresso: The Thirty-Seventh AAAI Conference on Artificial Intelligence (Washington DC, USA)

libro: Proceedings of AAAI - ()

11573/1706544 - 2023 - Accelerating Transformer Inference for Translation via Parallel Decoding

Santilli, Andrea; Severino, Silvio; Postolache, Emilian; Maiorca, Valentino; Mancusi, Michele; Marin, Riccardo; Rodola, Emanuele - 04b Atto di convegno in volume

congresso: The 61st Annual Meeting of the Association for Computational Linguistics (Toronto, Canada)

libro: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) - ()

11573/1699202 - 2023 - Multimodal Neural Databases

Trappolini, G.; Santilli, A.; Rodola, E.; Halevy, A.; Silvestri, F. - 04b Atto di convegno in volume

congresso: ACM International Conference on Research and Development in Information Retrieval (Taipei; Taiwan)

libro: SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval - (9781450394086)

11573/1672130 - 2022 - PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts

Bach, Stephen; Sanh, Victor; Yong, Zheng Xin; Webson, Albert; Raffel, Colin; Nayak, Nihal V.; Sharma, Abheesht; Kim, Taewoon; Bari, M Saiful; Fevry, Thibault; Alyafeai, Zaid; Dey, Manan; Santilli, Andrea; Sun, Zhiqing; Ben-David, Srulik; Xu, Canwen; Chhablani, Gunjan; Wang, Han; Fries, Jason; Al-Shaibani, Maged; Sharma, Shanya; Thakker, Urmish; Almubarak, Khalid; Tang, Xiangru; Radev, Dragomir; Jiang, Mike Tian-Jian; Rush, Alexander - 04b Atto di convegno in volume

congresso: 60th Annual Meeting of the Association for Computational Linguistics (Dublin, Ireland)

libro: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations - ()

11573/1724130 - 2022 - Explanatory Learning: Towards Artificial Scientific Discovery

Norelli, Antonio; Mariani, Giorgio; Moschella, Luca; Santilli, Andrea; Parascandolo, Giambattista; Melzi, Simone; Rodola, Emanuele - 04f Poster

congresso: Knowledge and Logical Reasoning in the Era of Data-driven Learning workshop at the International Conference of Machine Learning (Honolulu, Hawaii)

libro: Knowledge and Logical Reasoning in the Era of Data-driven Learning workshop at the International Conference of Machine Learning - ()

11573/1643085 - 2022 - KERMITviz: Visualizing Neural Network Activations on Syntactic Trees

Ranaldi, L.; Fallucchi, F.; Santilli, A.; Zanzotto, F. M. - 04b Atto di convegno in volume

congresso: 15th International Conference on Metadata and Semantics Research, MTSR 2021 (Londra, United Kingdom)

libro: Communications in Computer and Information Science - (978-3-030-98875-3; 978-3-030-98876-0)

11573/1672126 - 2022 - Multitask prompted training enables zero-shot task generalization

Sanh, Victor; Webson, Albert; Raffel, Colin; Bach, Stephen; Sutawika, Lintang; Alyafeai, Zaid; Chaffin, Antoine; Stiegler, Arnaud; Raja, Arun; Dey, Manan; Saiful Bari, M; Xu, Canwen; Thakker, Urmish; Sharma Sharma, Shanya; Szczechla, Eliza; Kim, Taewoon; Chhablani, Gunjan; Nayak, Nihal; Datta, Debajyoti; Chang, Jonathan; Tian-Jian Jiang, Mike; Wang, Han; Manica, Matteo; Shen, Sheng; Xin Yong, Zheng; Pandey, Harshit; Bawden, Rachel; Wang, Thomas; Neeraj, Trishala; Rozen, Jos; Sharma, Abheesht; Santilli, Andrea; Fevry, Thibault; Alan Fries, Jason; Teehan, Ryan; Le Scao, Teven; Biderman, Stella; Gao, Leo; Wolf, Thomas; M Rush, Alexander - 04b Atto di convegno in volume

congresso: The Tenth International Conference on Learning Representations (Virtual Conference)

libro: International Conference on Learning Representations - ()

11573/1724128 - 2022 - Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Srivastava, Aarohi; Rastogi, Abhinav; Rao, Abhishek; Awal Md Shoeb, Abu; Abid, Abubakar; Fisch, Adam; Brown, Adam R.; Santoro, Adam; Gupta, Aditya; Garriga-Alonso, Adrià; Kluska, Agnieszka; Lewkowycz, Aitor; Agarwal, Akshat; Power, Alethea; Ray, Alex; Warstadt, Alex; Kocurek, Alexander W.; Safaya, Ali; Tazarv, Ali; Xiang, Alice; Parrish, Alicia; Nie, Allen; Hussain, Aman; Askell, Amanda; Dsouza, Amanda; Slone, Ambrose; Rahane, Ameet; Iyer, Anantharaman S.; Andreassen, Anders; Madotto, Andrea; Santilli, Andrea; Stuhlmüller, Andreas; Dai, Andrew; La, Andrew; Lampinen, Andrew; Zou, Andy; Jiang, Angela; Chen, Angelica; Vuong, Anh; Gupta, Animesh; Gottardi, Anna; Norelli, Antonio; Venkatesh, Anu; Gholamidavoodi, Arash; Tabassum, Arfa; Menezes, Arul; Kirubarajan, Arun; Mullokandov, Asher; Sabharwal, Ashish; Herrick, Austin; Efrat, Avia; Erdem, Aykut; Karakaş, Ayla; Ryan Roberts, B.; Sheng Loe, Bao; Zoph, Barret; Bojanowski, Bartłomiej; Özyurt, Batuhan; Hedayatnia, Behnam; Neyshabur, Behnam; Inden, Benjamin; Stein, Benno; Ekmekci, Berk; Yuchen Lin, Bill; Howald, Blake; Orinion, Bryan; Diao, Cameron; Dour, Cameron; Stinson, Catherine; Argueta, Cedrick; Ferri Ramírez, César; Singh, Chandan; Rathkopf, Charles; Meng, Chenlin; Baral, Chitta; Wu, Chiyu; Callison-Burch, Chris; Waites, Chris; Voigt, Christian; Manning, Christopher D.; Potts, Christopher; Ramirez, Cindy; Rivera, Clara E.; Siro, Clemencia; Raffel, Colin; Ashcraft, Courtney; Garbacea, Cristina; Sileo, Damien; Garrette, Dan; Hendrycks, Dan; Kilman, Dan; Roth, Dan; Freeman, Daniel; Khashabi, Daniel; Levy, Daniel; Moseguí González, Daniel; Perszyk, Danielle; Hernandez, Danny; Chen, Danqi; Ippolito, Daphne; Gilboa, Dar; Dohan, David; Drakard, David; Jurgens, David; Datta, Debajyoti; Ganguli, Deep; Emelin, Denis; Kleyko, Denis; Yuret, Deniz; Chen, Derek; Tam, Derek; Hupkes, Dieuwke; Misra, Diganta; Buzan, Dilyar; Coelho Mollo, Dimitri; Yang, Diyi; Lee, Dong-Ho; Schrader, Dylan; Shutova, Ekaterina; Dogus Cubuk, Ekin; Segal, Elad; Hagerman, Eleanor; Barnes, Elizabeth; Donoway, Elizabeth; Pavlick, Ellie; Rodola, Emanuele; Lam, Emma; Chu, Eric; Tang, Eric; Erdem, Erkut; Chang, Ernie; Chi, Ethan A.; Dyer, Ethan; Jerzak, Ethan; Kim, Ethan; Engefu Manyasi, Eunice; Zheltonozhskii, Evgenii; Xia, Fanyue; Siar, Fatemeh; Martínez-Plumed, Fernando; Happé, Francesca; Chollet, Francois; Rong, Frieda; Mishra, Gaurav; Indra Winata, Genta; De Melo, Gerard; Kruszewski, Germán; Parascandolo, Giambattista; Mariani, Giorgio; Wang, Gloria; Jaimovitch-López, Gonzalo; Betz, Gregor; Gur-Ari, Guy; Galijasevic, Hana; Kim, Hannah; Rashkin, Hannah; Hajishirzi, Hannaneh; Mehta, Harsh; Bogar, Hayden; Shevlin, Henry; Schütze, Hinrich; Yakura, Hiromu; Zhang, Hongming; Mee Wong, Hugh; Ng, Ian; Noble, Isaac; Jumelet, Jaap; Geissinger, Jack; Kernion, Jackson; Hilton, Jacob; Lee, Jaehoon; Fernández Fisac, Jaime; Simon, James B.; Koppel, James; Zheng, James; Zou, James; Kocoń, Jan; Thompson, Jana; Wingfield, Janelle; Kaplan, Jared; Radom, Jarema; Sohl-Dickstein, Jascha; Phang, Jason; Wei, Jason; Yosinski, Jason; Novikova, Jekaterina; Bosscher, Jelle; Marsh, Jennifer; Kim, Jeremy; Taal, Jeroen; Engel, Jesse; Alabi, Jesujoba; Xu, Jiacheng; Song, Jiaming; Tang, Jillian; Waweru, Joan; Burden, John; Miller, John; Balis, John U.; Batchelder, Jonathan; Berant, Jonathan; Frohberg, Jörg; Rozen, Jos; Hernandez-Orallo, Jose; Boudeman, Joseph; Guerr, Joseph; Jones, Joseph; Tenenbaum, Joshua B.; Rule, Joshua S.; Chua, Joyce; Kanclerz, Kamil; Livescu, Karen; Krauth, Karl; Gopalakrishnan, Karthik; Ignatyeva, Katerina; Markert, Katja; Dhole, Kaustubh D.; Gimpel, Kevin; Omondi, Kevin; Mathewson, Kory; Chiafullo, Kristen; Shkaruta, Ksenia; Shridhar, Kumar; Mcdonell, Kyle; Richardson, Kyle; Reynolds, Laria; Gao, Leo; Zhang, Li; Dugan, Liam; Qin, Lianhui; Contreras-Ochando, Lidia; Morency, Louis-Philippe; Moschella, Luca; Lam, Lucas; Noble, Lucy; Schmidt, Ludwig; He, Luheng; Oliveros Colón, - 01a Articolo in rivista

rivista: TRANSACTIONS ON MACHINE LEARNING RESEARCH (Amherst Massachusetts: OpenReview.net, 2022-) pp. - - issn: 2835-8856 - wos: (0) - scopus: (0)

11573/1643156 - 2020 - Pat-in-the-loop: Syntax-based neural networks with activation visualization and declarative control

Zanzotto, F. M.; Onorati, D.; Tommasino, P.; Santilli, A.; Ranaldi, L.; Fallucchi, F. - 04b Atto di convegno in volume

congresso: 2020 Italian Workshop on Explainable Artificial Intelligence, XAI.it 2020 (Online)

libro: CEUR Workshop Proceedings - ()

11573/1643092 - 2020 - KERMIT: Complementing transformer architectures with encoders of explicit syntactic interpretations

Zanzotto, F. M.; Santilli, A.; Ranaldi, L.; Onorati, D.; Tommasino, P.; Fallucchi, F. - 04b Atto di convegno in volume

congresso: 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020 (Punta Cana, Repubblica Dominicana)

libro: EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference - (9781952148606)

11573/1643150 - 2018 - A kernel-based approach for irony and sarcasm detection in Italian

Santilli, A.; Croce, D.; Basili, R. - 04b Atto di convegno in volume

congresso: 6th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop, EVALITA 2018 (Torino; Italia)

libro: CEUR Workshop Proceedings - (9788831978422; 9788831978699)

11573/1643152 - 2018 - SyntNN at SemEval-2018 Task 2: Is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons

Santilli, A.; Zanzotto, F. M. - 04b Atto di convegno in volume

congresso: NAACL HLT 2018 - International Workshop on Semantic Evaluation, SemEval 2018 - Proceedings of the 12th Workshop (New Orleans; USA)

libro: NAACL HLT 2018 - International Workshop on Semantic Evaluation, SemEval 2018 - Proceedings of the 12th Workshop - ()