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Pasquale Minervini

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Transferring Troubles: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning

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Apr 30, 2024
Xuanli He, Jun Wang, Qiongkai Xu, Pasquale Minervini, Pontus Stenetorp, Benjamin I. P. Rubinstein, Trevor Cohn

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On the Independence Assumption in Neurosymbolic Learning

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Apr 12, 2024
Emile van Krieken, Pasquale Minervini, Edoardo M. Ponti, Antonio Vergari

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The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Language Models

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Apr 08, 2024
Giwon Hong, Aryo Pradipta Gema, Rohit Saxena, Xiaotang Du, Ping Nie, Yu Zhao, Laura Perez-Beltrachini, Max Ryabinin, Xuanli He, Pasquale Minervini

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Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4

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Mar 30, 2024
Aryo Pradipta Gema, Giwon Hong, Pasquale Minervini, Luke Daines, Beatrice Alex

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Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain

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Mar 29, 2024
Burcu Sayin, Pasquale Minervini, Jacopo Staiano, Andrea Passerini

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Large language models surpass human experts in predicting neuroscience results

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Mar 14, 2024
Xiaoliang Luo, Akilles Rechardt, Guangzhi Sun, Kevin K. Nejad, Felipe Yáñez, Bati Yilmaz, Kangjoo Lee, Alexandra O. Cohen, Valentina Borghesani, Anton Pashkov, Daniele Marinazzo, Jonathan Nicholas, Alessandro Salatiello, Ilia Sucholutsky, Pasquale Minervini, Sepehr Razavi, Roberta Rocca, Elkhan Yusifov, Tereza Okalova, Nianlong Gu, Martin Ferianc, Mikail Khona, Kaustubh R. Patil, Pui-Shee Lee, Rui Mata, Nicholas E. Myers, Jennifer K Bizley, Sebastian Musslick, Isil Poyraz Bilgin, Guiomar Niso, Justin M. Ales, Michael Gaebler, N Apurva Ratan Murty, Leyla Loued-Khenissi, Anna Behler, Chloe M. Hall, Jessica Dafflon, Sherry Dongqi Bao, Bradley C. Love

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Conditional computation in neural networks: principles and research trends

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Mar 12, 2024
Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi

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Answerability in Retrieval-Augmented Open-Domain Question Answering

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Mar 03, 2024
Rustam Abdumalikov, Pasquale Minervini, Yova Kementchedjhieva

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FairBelief - Assessing Harmful Beliefs in Language Models

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Feb 27, 2024
Mattia Setzu, Marta Marchiori Manerba, Pasquale Minervini, Debora Nozza

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Analysing The Impact of Sequence Composition on Language Model Pre-Training

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Feb 21, 2024
Yu Zhao, Yuanbin Qu, Konrad Staniszewski, Szymon Tworkowski, Wei Liu, Piotr Miłoś, Yuxiang Wu, Pasquale Minervini

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