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Paweł Budzianowski
Paweł Budzianowski
KScale Labs, Warsaw University
Verified email at kscale.dev - Homepage
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Year
MultiWOZ-A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
P Budzianowski, TH Wen, BH Tseng, I Casanueva, S Ultes, O Ramadan, ...
arXiv preprint arXiv:1810.00278, 2018
13432018
Hello, It's GPT-2--How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems
P Budzianowski, I Vulić
arXiv preprint arXiv:1907.05774, 2019
3702019
Pydial: A multi-domain statistical dialogue system toolkit
S Ultes, LMR Barahona, PH Su, D Vandyke, D Kim, I Casanueva, ...
Proceedings of ACL 2017, System Demonstrations, 73-78, 2017
2002017
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing
O Ramadan, P Budzianowski, M Gašić
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
1482018
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
PH Su, P Budzianowski, S Ultes, M Gasic, S Young
Proceedings of the 18th SIGDIAL, 147-157, 2017
1442017
Training Neural Response Selection for Task-Oriented Dialogue Systems
M Henderson, I Vulić, D Gerz, I Casanueva, P Budzianowski, S Coope, ...
arXiv preprint arXiv:1906.01543, 2019
1122019
A Repository of Conversational Datasets
M Henderson, P Budzianowski, I Casanueva, S Coope, D Gerz, G Kumar, ...
arXiv preprint arXiv:1904.06472, 2019
992019
Sample efficient deep reinforcement learning for dialogue systems with large action spaces
G Weisz, P Budzianowski, PH Su, M Gašić
IEEE Transaction on Audio, Speech and Language Processing, 2018, 2018
962018
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems
F Kreyssig, I Casanueva, P Budzianowski, M Gasic
Proceedings of the 19th SIGDIAL, 2018
842018
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning
P Budzianowski, S Ultes, PH Su, N Mrksic, TH Wen, I Casanueva, ...
Proceedings of the 18th SIGDIAL, 86-92, 2017
662017
Feudal Reinforcement Learning for Dialogue Management in Large Domains
I Casanueva, P Budzianowski, PH Su, S Ultes, L Rojas-Barahona, ...
NAACL 2018, 2018
582018
A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management
I Casanueva, P Budzianowski, PH Su, N Mrkšić, TH Wen, S Ultes, ...
Deep Reinforcement Learning Symposium, 31st Conference on Neural Information …, 2017
542017
Predictors of atrial fibrillation early recurrence following cryoballoon ablation of pulmonary veins using statistical assessment and machine learning algorithms
J Budzianowski, J Hiczkiewicz, P Burchardt, K Pieszko, J Rzeźniczak, ...
Heart and vessels 34, 352-359, 2019
482019
Predicting Long-Term Mortality after Acute Coronary Syndrome Using Machine Learning Techniques and Hematological Markers
K Pieszko, J Hiczkiewicz, P Budzianowski, J Budzianowski, J Rzeźniczak, ...
Disease Markers 2019, 2019
452019
Domain-independent user satisfaction reward estimation for dialogue policy learning
S Ultes, P Budzianowski, I Casanueva, N Mrkšic, L Rojas-Barahona, ...
Proceedings of Interspeech, 1721-1725, 2017
322017
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models
I Vulić, PH Su, S Coope, D Gerz, P Budzianowski, I Casanueva, N Mrkšić, ...
arXiv preprint arXiv:2109.10126, 2021
292021
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue
I Casanueva, I Vulić, G Spithourakis, P Budzianowski
arXiv preprint arXiv:2204.13021, 2022
272022
Machine-learned models using hematological inflammation markers in the prediction of short-term acute coronary syndrome outcomes
K Pieszko, J Hiczkiewicz, P Budzianowski, J Rzeźniczak, J Budzianowski, ...
Journal of Translational Medicine 16, 1-12, 2018
222018
Towards end-to-end multi-domain dialogue modelling
P Budzianowski, I Casanueva, BH Tseng, M Gasic
202018
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
M Henderson, I Vulić, I Casanueva, P Budzianowski, D Gerz, S Coope, ...
arXiv preprint arXiv:1909.01296, 2019
192019
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