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2204.06815
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deep-significance - Easy and Meaningful Statistical Significance Testing in the Age of Neural Networks
14 April 2022
Dennis Ulmer
Christian Hardmeier
J. Frellsen
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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
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