Results 21 to 30 of about 22,021 (69)

BPE-Dropout: Simple and Effective Subword Regularization [PDF]

Annual Meeting of the Association for Computational Linguistics, 2019
Subword segmentation is widely used to address the open vocabulary problem in machine translation. The dominant approach to subword segmentation is Byte Pair Encoding (BPE), which keeps the most frequent words intact while splitting the rare ones into ...
Ivan Provilkov, Dmitrii Emelianenko, Elena Voita   +2 more
semanticscholar   +1 more source

Full energy sector transition towards 100% renewable energy supply: Integrating power, heat, transport and industry sectors including desalination

, 2020
Transition towards long-term sustainable energy systems is one of the biggest challenges faced by the global society. By 2050, not only greenhouse gas emissions have to be eliminated in all energy sectors: power, heat, transport and industry but also ...
D. Bogdanov, Ashish Gulagi, M. Fasihi, C. Breyer   +3 more
semanticscholar   +1 more source

Techno-economic assessment of global and regional wave energy resource potentials and profiles in hourly resolution

Applied Energy
is driving the adoption of sustainable energy, with low-cost solar photovoltaics and wind power at the forefront. However, land-constrained regions and islands have a limited onshore renewable energy potential.
Rasul Satymov, D. Bogdanov, Mojtaba Dadashi, G. Lavidas, C. Breyer   +4 more
semanticscholar   +1 more source

Biological invasions are a population‐level rather than a species‐level phenomenon

Global Change Biology
Biological invasions pose a rapidly expanding threat to the persistence, functioning and service provisioning of ecosystems globally, and to socio‐economic interests.
P. Haubrock, Ismael Soto, D. Ahmed, Ali R. Ansari, A. Tarkan, I. Kurtul, Rafael L. Macêdo, A. Lázaro‐Lobo, Mathieu Toutain, Ben Parker, D. Błońska, S. Guareschi, Carlos Cano‐Barbacil, V. Dominguez Almela, D. Andreou, J. Moyano, Sencer Akalın, C. Kaya, Esra Bayçelebi, B. Yoğurtçuoğlu, Elizabeta Briski, S. Aksu, Ö. Emiroğlu, S. Mammola, Vanessa De Santis, Melina Kourantidou, D. Pincheira‐Donoso, J. R. Britton, A. Kouba, Ellen J. Dolan, Natalia I. Kirichenko, E. García‐Berthou, David Renault, Romina D. Fernández, S. Yapıcı, D. Giannetto, Martín A. Nuñez, E. Hudgins, J. Pergl, M. Milardi, Dmitrii L. Musolin, Ross N. Cuthbert   +41 more
semanticscholar   +1 more source

Modeling aspects of the language of life through transfer-learning protein sequences

BMC Bioinformatics, 2019
Predicting protein function and structure from sequence is one important challenge for computational biology. For 26 years, most state-of-the-art approaches combined machine learning and evolutionary information. However, for some applications retrieving
M. Heinzinger, Ahmed Elnaggar, Yu Wang, Christian Dallago, Dmitrii Nechaev, F. Matthes, B. Rost   +6 more
semanticscholar   +1 more source

CAMEL: Communicative Agents for "Mind" Exploration of Large Scale Language Model Society

arXiv.org, 2023
G. Li, Hasan Hammoud, Hani Itani, Dmitrii Khizbullin, Bernard Ghanem   +4 more
semanticscholar   +1 more source

Large-scale association analyses identify host factors influencing human gut microbiome composition

Nature Genetics, 2020
A. Kurilshikov, C. Medina-Gomez, Rodrigo Bacigalupe, D. Radjabzadeh, J. Wang, A. Demirkan, C. L. Le Roy, J. R. Raygoza Garay, Casey T. Finnicum, Xingrong Liu, D. Zhernakova, M. Bonder, T. Hansen, F. Frost, M. Rühlemann, W. Turpin, Jee-Young Moon, Han-Na Kim, K. Lüll, Elad Barkan, Shiraz A. Shah, M. Fornage, Joanna Szopinska-Tokov, Zachary D. Wallen, D. Borisevich, L. Agréus, A. Andreasson, C. Bang, L. Bedrani, J. Bell, H. Bisgaard, M. Boehnke, D. Boomsma, R. Burk, A. Claringbould, K. Croitoru, G. Davies, C. V. van Duijn, L. Duijts, G. Falony, Jingyuan Fu, A. van der Graaf, T. Hansen, G. Homuth, D. Hughes, R. IJzerman, M. Jackson, V. Jaddoe, M. Joossens, T. Jørgensen, D. Keszthelyi, R. Knight, M. Laakso, M. Laudes, L. Launer, W. Lieb, A. Lusis, A. Masclee, H. Moll, Z. Mujagic, Qi Qibin, Daphna Rothschild, Hocheol Shin, S. Sørensen, C. Steves, J. Thorsen, N. Timpson, R. Tito, S. Vieira-Silva, U. Völker, H. Völzke, U. Võsa, K. Wade, Susanne Walter, Kyoko Watanabe, S. Weiss, F. Weiss, O. Weissbrod, H. Westra, G. Willemsen, H. Payami, D. Jonkers, A. Arias Vásquez, E. D. de Geus, K. Meyer, J. Stokholm, E. Segal, Elin Org, C. Wijmenga, Hyung-Lae Kim, R. C. Kaplan, T. Spector, A. Uitterlinden, F. Rivadeneira, A. Franke, M. Lerch, L. Franke, S. Sanna, M. D’Amato, O. Pedersen, A. Paterson, R. Kraaij, J. Raes, A. Zhernakova   +103 more
semanticscholar   +1 more source

Palaeoclimatic information from stable water isotopes of Holocene ice wedges on the Dmitrii Laptev Strait, northeast Siberia, Russia

, 2011
T. Opel, A. Dereviagin, H. Meyer, Lutz Schirrmeister, S. Wetterich   +4 more
semanticscholar   +1 more source

A broad-spectrum lasso peptide antibiotic targeting the bacterial ribosome

Nature
Manoj Jangra, Dmitrii Y. Travin, Elena V. Aleksandrova, Manpreet Kaur, Lena Darwish, K. Koteva, D. Klepacki, Wenliang Wang, Maya Tiffany, Akosiererem Sokaribo, Xuefei Chen, Zixin Deng, Meifeng Tao, Brian K. Coombes, N. Vázquez-Laslop, Y. Polikanov, A. Mankin, G. Wright   +17 more
semanticscholar   +1 more source

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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society

Neural Information Processing Systems, 2023
The rapid advancement of chat-based language models has led to remarkable progress in complex task-solving. However, their success heavily relies on human input to guide the conversation, which can be challenging and time-consuming.
G. Li, Hasan Hammoud, Hani Itani, Dmitrii Khizbullin, Bernard Ghanem   +4 more
semanticscholar   +1 more source