| 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 | 1520 | 2018 |
| 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 | 410 | 2019 |
| 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 | 208 | 2017 |
| 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 | 156 | 2018 |
| 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 | 152 | 2017 |
| 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 | 120 | 2019 |
| A Repository of Conversational Datasets M Henderson, P Budzianowski, I Casanueva, S Coope, D Gerz, G Kumar, ... arXiv preprint arXiv:1904.06472, 2019 | 119 | 2019 |
| 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 | 100 | 2018 |
| 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 | 87 | 2018 |
| 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 | 64 | 2017 |
| Feudal Reinforcement Learning for Dialogue Management in Large Domains I Casanueva, P Budzianowski, PH Su, S Ultes, L Rojas-Barahona, ... NAACL 2018, 2018 | 59 | 2018 |
| 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 | 56 | 2017 |
| 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 | 52 | 2019 |
| 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 (1), 9056402, 2019 | 47 | 2019 |
| 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 | 34 | 2021 |
| 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 | 33 | 2022 |
| 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 | 33 | 2017 |
| 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 | 26 | 2018 |
| Towards end-to-end multi-domain dialogue modelling P Budzianowski, I Casanueva, BH Tseng, M Gasic | 23 | 2018 |
| 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 | 19 | 2019 |
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