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Tomasz Korbak
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Cited by
Year
Computational enactivism under the free energy principle
T Korbak
Synthese 198 (3), 2743-2763, 2021
152021
Scaffolded minds and the evolution of content in signaling pathways
T Korbak
Studies in Logic, Grammar and Rhetoric 41 (1), 89-103, 2015
72015
Exploiting unsupervised pre-training and automated feature engineering for low-resource hate speech detection in polish
R Korzeniowski, R Rolczyński, P Sadownik, T Korbak, M Możejko
arXiv preprint arXiv:1906.09325, 2019
62019
Measuring non-trivial compositionality in emergent communication
T Korbak, J Zubek, J Rączaszek-Leonardi
arXiv preprint arXiv:2010.15058, 2020
42020
Developmentally motivated emergence of compositional communication via template transfer
T Korbak, J Zubek, Ł Kuciński, P Miłoś, J Rączaszek-Leonardi
arXiv preprint arXiv:1910.06079, 2019
42019
Fine-tuning Tree-LSTM for phrase-level sentiment classification on a polish dependency treebank
T Korbak, P Żak
Language and Technology Conference, 31-42, 2017
42017
Catalytic role of noise and necessity of inductive biases in the emergence of compositional communication
Ł Kuciński, T Korbak, P Kołodziej, P Miłoś
Advances in Neural Information Processing Systems 34, 23075-23088, 2021
32021
Energy-based models for code generation under compilability constraints
T Korbak, H Elsahar, M Dymetman, G Kruszewski
arXiv preprint arXiv:2106.04985, 2021
32021
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting
T Korbak, H Elsahar, G Kruszewski, M Dymetman
arXiv preprint arXiv:2206.00761, 2022
12022
Interaction history as a source of compositionality in emergent communication
T Korbak, J Zubek, Ł Kuciński, P Miłoś, J Rączaszek-Leonardi
Interaction Studies 22 (2), 212-243, 2021
12021
Unsupervised learning and the natural origins of content
T Korbak
AVANT. Pismo Awangardy Filozoficzno-Naukowej, 1-14, 2019
12019
Radykalny enaktywizm a konserwatywna kognitywistyka
T Korbak
Analiza i Egzystencja. Czasopismo Filozoficzne 29, 123-133, 2015
12015
Dlaczego reprezentacje nie trzymają się modeli dynamicznych?
T KorbaK
Rocznik Kognitywistyczny 7, 2014
12014
Controlling Conditional Language Models without Catastrophic Forgetting
T Korbak, H Elsahar, G Kruszewski, M Dymetman
International Conference on Machine Learning, 11499-11528, 2022
2022
RL with KL penalties is better viewed as Bayesian inference
T Korbak, E Perez, CL Buckley
arXiv preprint arXiv:2205.11275, 2022
2022
Self-organisation,(M, R)–systems and enactive cognitive science
T Korbak
Adaptive Behavior, 10597123211066155, 2022
2022
A continuity of Markov blanket interpretations under the Free Energy Principle
A Seth, T Korbak, A Tschantz
arXiv preprint arXiv:2201.06900, 2022
2022
Controlling Conditional Language Models with Distributional Policy Gradients
T Korbak, H Elsahar, G Kruszewski, M Dymetman
arXiv preprint arXiv:2112.00791, 2021
2021
On Reward Maximization and Distribution Matching for Fine-Tuning Language Models
T Korbak, H Elsahar, G Kruszewski, M Dymetman
2021
Emergent compositional communication via template transfer
T Korbak
Institute of Mathematics, Polish Academy of Sciences, 2019
2019
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