ANDREA SANTILLI

PhD Student

PhD program:: XXXVI
email:




co-supervisor: Prof. Emanuele Rodolà

Research products

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
conference: The Thirty-Seventh AAAI Conference on Artificial Intelligence (Washington DC, USA)
book: 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
conference: The 61st Annual Meeting of the Association for Computational Linguistics (Toronto, Canada)
book: 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
conference: ACM International Conference on Research and Development in Information Retrieval (Taipei,Taiwan)
book: ACM International 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
conference: 60th Annual Meeting of the Association for Computational Linguistics (Dublin, Ireland)
book: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations - ()

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
conference: 15th International Conference on Metadata and Semantics Research, MTSR 2021 (Londra, United Kingdom)
book: 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
conference: The Tenth International Conference on Learning Representations (Virtual Conference)
book: International Conference on Learning Representations - ()

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
conference: 2020 Italian Workshop on Explainable Artificial Intelligence, XAI.it 2020 (Online)
book: 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
conference: 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020 (Punta Cana, Repubblica Dominicana)
book: 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
conference: 6th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop, EVALITA 2018 (Torino; Italia)
book: 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
conference: NAACL HLT 2018 - International Workshop on Semantic Evaluation, SemEval 2018 - Proceedings of the 12th Workshop (New Orleans; USA)
book: NAACL HLT 2018 - International Workshop on Semantic Evaluation, SemEval 2018 - Proceedings of the 12th Workshop - ()

© Università degli Studi di Roma "La Sapienza" - Piazzale Aldo Moro 5, 00185 Roma