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Pasquale Minervini

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Large language models surpass human experts in predicting neuroscience results

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

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

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

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FairBelief - Assessing Harmful Beliefs in Language Models

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

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

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Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference

Dec 15, 2023
Bartosz Wójcik, Alessio Devoto, Karol Pustelnik, Pasquale Minervini, Simone Scardapane

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Using Natural Language Explanations to Improve Robustness of In-context Learning for Natural Language Inference

Nov 13, 2023
Xuanli He, Yuxiang Wu, Oana-Maria Camburu, Pasquale Minervini, Pontus Stenetorp

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REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization

Oct 22, 2023
Mohammad Reza Ghasemi Madani, Pasquale Minervini

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Temporal Smoothness Regularisers for Neural Link Predictors

Sep 16, 2023
Manuel Dileo, Pasquale Minervini, Matteo Zignani, Sabrina Gaito

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