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H Francis Song
H Francis Song
DeepMind
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Title
Cited by
Cited by
Year
Relational inductive biases, deep learning, and graph networks
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
39322018
Scaling language models: Methods, analysis & insights from training gopher
JW Rae, S Borgeaud, T Cai, K Millican, J Hoffmann, F Song, J Aslanides, ...
arXiv preprint arXiv:2112.11446, 2021
10742021
Machine theory of mind
N Rabinowitz, F Perbet, F Song, C Zhang, SMA Eslami, M Botvinick
International conference on machine learning, 4218-4227, 2018
6542018
Task representations in neural networks trained to perform many cognitive tasks
GR Yang, MR Joglekar, HF Song, WT Newsome, XJ Wang
Nature neuroscience 22 (2), 297-306, 2019
5362019
Red teaming language models with language models
E Perez, S Huang, F Song, T Cai, R Ring, J Aslanides, A Glaese, ...
arXiv preprint arXiv:2202.03286, 2022
5242022
The hanabi challenge: A new frontier for ai research
N Bard, JN Foerster, S Chandar, N Burch, M Lanctot, HF Song, E Parisotto, ...
Artificial Intelligence 280, 103216, 2020
4442020
Stabilizing transformers for reinforcement learning
E Parisotto, F Song, J Rae, R Pascanu, C Gulcehre, S Jayakumar, ...
International conference on machine learning, 7487-7498, 2020
4242020
Bipartite fluctuations as a probe of many-body entanglement
HF Song, S Rachel, C Flindt, I Klich, N Laflorencie, K Le Hur
Physical Review B—Condensed Matter and Materials Physics 85 (3), 035409, 2012
3212012
Training excitatory-inhibitory recurrent neural networks for cognitive tasks: a simple and flexible framework
HF Song, GR Yang, XJ Wang
PLoS computational biology 12 (2), e1004792, 2016
2782016
Relational inductive biases, deep learning, and graph networks. arXiv 2018
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
2222018
Circuit mechanisms for the maintenance and manipulation of information in working memory
NY Masse, GR Yang, HF Song, XJ Wang, DJ Freedman
Nature neuroscience 22 (7), 1159-1167, 2019
2092019
Teaching language models to support answers with verified quotes
J Menick, M Trebacz, V Mikulik, J Aslanides, F Song, M Chadwick, ...
arXiv preprint arXiv:2203.11147, 2022
2072022
Bayesian action decoder for deep multi-agent reinforcement learning
J Foerster, F Song, E Hughes, N Burch, I Dunning, S Whiteson, ...
International Conference on Machine Learning, 1942-1951, 2019
1852019
Reward-based training of recurrent neural networks for cognitive and value-based tasks
HF Song, GR Yang, XJ Wang
Elife 6, e21492, 2017
1672017
General relation between entanglement and fluctuations in one dimension
HF Song, S Rachel, K Le Hur
Physical Review B—Condensed Matter and Materials Physics 82 (1), 012405, 2010
1612010
Solving math word problems with process-and outcome-based feedback
J Uesato, N Kushman, R Kumar, F Song, N Siegel, L Wang, A Creswell, ...
arXiv preprint arXiv:2211.14275, 2022
1552022
Entanglement entropy from charge statistics: Exact relations for noninteracting many-body systems
HF Song, C Flindt, S Rachel, I Klich, K Le Hur
Physical Review B—Condensed Matter and Materials Physics 83 (16), 161408, 2011
1542011
V-mpo: On-policy maximum a posteriori policy optimization for discrete and continuous control
HF Song, A Abdolmaleki, JT Springenberg, A Clark, H Soyer, JW Rae, ...
arXiv preprint arXiv:1909.12238, 2019
1212019
From motor control to team play in simulated humanoid football
S Liu, G Lever, Z Wang, J Merel, SMA Eslami, D Hennes, WM Czarnecki, ...
Science Robotics 7 (69), eabo0235, 2022
1192022
Entanglement entropy of the two-dimensional Heisenberg antiferromagnet
HF Song, N Laflorencie, S Rachel, K Le Hur
Physical Review B—Condensed Matter and Materials Physics 83 (22), 224410, 2011
1072011
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