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Paweł Budzianowski
Paweł Budzianowski
PolyAI, Warsaw University
Verified email at poly-ai.com - 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
12592018
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
3422019
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
1962017
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
1462017
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
1452018
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
952019
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
922018
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
752018
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
632017
Feudal Reinforcement Learning for Dialogue Management in Large Domains
I Casanueva, P Budzianowski, PH Su, S Ultes, L Rojas-Barahona, ...
NAACL 2018, 2018
592018
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
462019
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
462019
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
262021
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
222022
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), 1-12, 2018
212018
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
182019
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