Results 121 to 130 of about 146,464 (297)

A Primer on the Inner Workings of Transformer-based Language Models

CoRR
The rapid progress of research aimed at interpreting the inner workings of advanced language models has highlighted a need for contextualizing the insights gained from years of work in this area. This primer provides a concise technical introduction to the current techniques used to interpret the inner workings of Transformer-based language models ...
Javier Ferrando, Gabriele Sarti, Arianna Bisazza, Marta R. Costa-jussà   +3 more
openaire   +3 more sources

Texoskeletons: Developing the Fundamental Technologies for Creating Intelligent Soft Robotic Clothing With Integrated 1D Sensors and Actuators

Advanced Functional Materials, EarlyView.
ABSTRACT Traditional wearable exoskeletons rely on rigid structures, which limit comfort, flexibility, and everyday usability. This work introduces the fundamental technologies to create the first soft, lightweight, intelligent textile‐based exoskeletons (Texoskeletons) built using 1D sensors and actuators.
Amy Lukomiak, Rameesh Bulathsinghala, Jack Varga, Shuxin Meng, Kalana Marasinghe, Imaad Refai, Biyon Fernando, Amitkumar Patel, Chamika M. Halloluwa‐Arachchige, Carlos Oliveira, Arash M. Shahidi, Zahra Rahemtulla, Alexander Turner, Ziyun Ding, Bernard X. W. Liew, Andy Kerr, Ezio Preatoni, Theo Hughes‐Riley, Ishara Dharmasena, Pasindu Lugoda   +19 more
wiley   +1 more source

On inner transformations [PDF]

Fundamenta Mathematicae, 1936
openaire   +1 more source

WARP: Guaranteed Inner-Layer Repair of NLP Transformers

CoRR
Transformer-based NLP models remain vulnerable to adversarial perturbations, yet existing repair methods face a fundamental trade-off: gradient-based approaches offer flexibility but lack verifiability and often overfit; methods that do provide repair guarantees are restricted to the final layer or small networks, significantly limiting the parameter ...
Hsin-Ling Hsu, Min-Yu Chen, Nai-Chia Chen, Yan-Ru Chen, Yi-Ling Chang, Fang Yu   +5 more
openaire   +2 more sources

Prescribing inner parts of derivatives of inner functions [PDF]

, 2019
Let ℐ be the set of inner functions whose derivative lies in the Nevanlinna class. We show that up to a post-composition with a Möbius transformation, an inner function F ∈ ℐ is uniquely determined by the inner part of its derivative.
Ivrii, Oleg
core  

Carbonate accelerates while humic acid inhibits ferrihydrite transformation in soil: kinetics and mechanisms of As and Pb sequestration under fluctuating redox conditions

Soil & Environmental Health
Understanding how common soil constituents regulate iron oxide transformation is essential for predicting the stability of co-occurring Pb and As under dynamic conditions.
Xinghua Luo, Chuan Wu, Chao Xiang, Wenyan Gao, Zhenyao Xia, Hai Xiao, Shengguo Xue   +6 more
doaj   +1 more source

Dual‐Mode Magnetic Elastomer for On‐Demand Motion and Degradation

Advanced Functional Materials, EarlyView.
A dual‐mode magnetic elastomer is introduced, enabling DC field‐driven programmable actuation and AC field‐driven magnetothermal degradation. GHz‐range magnetic fields generate ultrafast heating of magnetic nanoparticles that activates cleavage of the silicone elastomer matrix.
Jieun Han, Hyun An, Min‐Ha Oh, Yu‐Lim Lee, Woojin Jeon, Kyung‐Sub Kim, Jae‐Hwan Lee, Seungmin Kang, Yoon‐Nam Kim, Ji‐Won Kang, Daewhan Kim, Min Sang Kwon, Sang‐Koog Kim, Seung‐Kyun Kang   +13 more
wiley   +1 more source

Insights into the inner workings of transformer models for protein function prediction

Bioinformatics
AbstractMotivationWe explored how explainable artificial intelligence (XAI) can help to shed light into the inner workings of neural networks for protein function prediction, by extending the widely used XAI method of integrated gradients such that latent representations inside of transformer models, which were finetuned to Gene Ontology term and ...
Markus Wenzel 0002, Erik Grüner, Nils Strodthoff   +2 more
openaire   +4 more sources

Inner-city transformation between reurbanization and gentrification: Leipzig, eastern Germany

, 2015
After the beginning of the post-socialist transformation, the eastern German city of Leipzig underwent various changes within a short time span. These changes have been especially dynamic in its inner city.
Rink, Dieter, Haase, Annegret
core  

Dipole‐Engineered Conductive Additives for Ultrastable Interphase Evolution in High‐Areal‐Capacity Silicon Anodes

Advanced Functional Materials, EarlyView.
In the work reported herein, dipole‐engineered sulfonated carbon nanofibers enable conductive additives to actively regulate interphase formation in silicon anodes. Polar sulfonyl groups guide electrolyte decomposition to form a compact LiF‐rich interphase while promoting robust integration with silicon.
Song Kyu Kang, Hyeonju Kim, Jeongbin Cho, Minseon Park, Taehun Kim, Seonghun Sin, Won Bae Kim   +6 more
wiley   +1 more source