deep-significance - Easy and Meaningful Statistical Significance Testing in the Age of Neural Networks

14 April 2022

Christian Hardmeier

Papers citing "deep-significance - Easy and Meaningful Statistical Significance Testing in the Age of Neural Networks"

23 / 23 papers shown

Title
Generalized Attention Flow: Feature Attribution for Transformer Models via Maximum Flow Behrooz Azarkhalili Maxwell Libbrecht 26 0 0 14 Feb 2025
Enriching Social Science Research via Survey Item Linking Tornike Tsereteli Daniel Ruffinelli Simone Paolo Ponzetto LRM 70 0 0 20 Dec 2024
A Target-Aware Analysis of Data Augmentation for Hate Speech Detection Camilla Casula Sara Tonelli 19 0 0 10 Oct 2024
A multimodal LLM for the non-invasive decoding of spoken text from brain recordings Youssef Hmamouche Ismail Chihab Lahoucine Kdouri Amal El Fallah Seghrouchni 36 2 0 29 Sep 2024
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking Gabriel Rioux Apoorva Nitsure Mattia Rigotti Kristjan Greenewald Youssef Mroueh 27 1 0 10 Jun 2024
A noisy elephant in the room: Is your out-of-distribution detector robust to label noise? Galadrielle Humblot-Renaux Sergio Escalera T. Moeslund OODD UQCV NoLa 27 5 0 02 Apr 2024
End-to-end Adaptive Dynamic Subsampling and Reconstruction for Cardiac MRI George Yiasemis J. Sonke Jonas Teuwen 24 2 0 15 Mar 2024
Collaboration or Corporate Capture? Quantifying NLP's Reliance on Industry Artifacts and Contributions Will Aitken Mohamed Abdalla K. Rudie Catherine Stinson 17 0 0 06 Dec 2023
Class Uncertainty: A Measure to Mitigate Class Imbalance Z. S. Baltaci K. Oksuz S. Kuzucu K. Tezoren B. K. Konar A. Ozkan Emre Akbas Sinan Kalkan 77 2 0 23 Nov 2023
Risk Aware Benchmarking of Large Language Models Apoorva Nitsure Youssef Mroueh Mattia Rigotti Kristjan Greenewald Brian M. Belgodere Mikhail Yurochkin Jirí Navrátil Igor Melnyk Jerret Ross 30 1 0 11 Oct 2023
VideoAdviser: Video Knowledge Distillation for Multimodal Transfer Learning Yanan Wang Donghuo Zeng Shinya Wada Satoshi Kurihara 32 6 0 27 Sep 2023
Triggering Dark Showers with Conditional Dual Auto-Encoders Luca Anzalone S. S. Chhibra B. Maier N. Chernyavskaya M. Pierini AI4CE 24 4 0 22 Jun 2023
Tokenization with Factorized Subword Encoding David Samuel Lilja Øvrelid 20 1 0 13 Jun 2023
Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech Loukas Ilias D. Askounis 18 8 0 25 May 2023
Time Series Classification for Detecting Parkinson's Disease from Wrist Motions Cedric Donié Neha Das Satoshi Endo Sandra Hirche 16 1 0 21 Apr 2023
DBGDGM: Dynamic Brain Graph Deep Generative Model Alexander Campbell Simeon E. Spasov N. Toschi Pietro Lio' 22 0 0 26 Jan 2023
On Retrospective k-space Subsampling schemes For Deep MRI Reconstruction George Yiasemis Clara I. Sánchez J. Sonke Jonas Teuwen 13 17 0 20 Jan 2023
Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity Dennis Ulmer J. Frellsen Christian Hardmeier 174 22 0 20 Oct 2022
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning Alexander Campbell A. Zippo L. Passamonti N. Toschi Pietro Lio' 19 3 0 27 Sep 2022
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution Shon Otmazgin Arie Cattan Yoav Goldberg LRM 40 36 0 25 May 2022
Experimental Standards for Deep Learning in Natural Language Processing Research Dennis Ulmer Elisa Bassignana Max Müller-Eberstein Daniel Varab Mike Zhang Rob van der Goot Christian Hardmeier Barbara Plank 13 10 0 13 Apr 2022
With Little Power Comes Great Responsibility Dallas Card Peter Henderson Urvashi Khandelwal Robin Jia Kyle Mahowald Dan Jurafsky 225 115 0 13 Oct 2020
Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning S. Raschka 75 758 0 13 Nov 2018