Pawel Budzianowski

58 papers A* 2A 1B 1Misc 1Journal 32Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	EdgeVLA: Efficient Vision-Language-Action Models. CoRR Pawel Budzianowski, Wesley Maa, Matthew Freed, Jingxiang Mo, Winston Hsiao, Aaron Xie, Tomasz Mloduchowski, Viraj Tipnis, Benjamin Bolte
2025	J	`jnl`	Knowledge-aware audio-grounded generative slot filling for limited annotated data. Comput. Speech Lang. Guangzhi Sun, Chao Zhang, Ivan Vulic, Pawel Budzianowski, Philip C. Woodland
2025	J	`jnl`	OpenGVL - Benchmarking Visual Temporal Progress for Data Curation. CoRR Pawel Budzianowski, Emilia Wisnios, Gracjan Góral, Igor Kulakov, Viktor Petrenko, Krzysztof Walas
2025	—	`conf`	Wait, that's not an option: LLMs Robustness with Incorrect Multiple-Choice Options. ACL (1) Gracjan Góral, Emilia Wisnios, Piotr Sankowski, Pawel Budzianowski
2024	—	`conf`	Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning. EMNLP (Findings) Evgeniia Razumovskaia, Ivan Vulic, Pavle Markovic, Tomasz Cichy, Qian Zheng, Tsung-Hsien Wen, Pawel Budzianowski
2024	J	`jnl`	Pheme: Efficient and Conversational Speech Generation. CoRR Pawel Budzianowski, Taras Sereda, Tomasz Cichy, Ivan Vulic
2024	J	`jnl`	Special Issue on Conversational Information Seeking. ACM Trans. Web Wenqiang Lei, Richang Hong, Hamed Zamani, Pawel Budzianowski, Vanessa Murdock, Emine Yilmaz
2023	J	`jnl`	Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning. CoRR Evgeniia Razumovskaia, Ivan Vulic, Pavle Markovic, Tomasz Cichy, Qian Zheng, Tsung-Hsien Wen, Pawel Budzianowski
2023	J	`jnl`	Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data. CoRR Guangzhi Sun, Chao Zhang, Ivan Vulic, Pawel Budzianowski, Philip C. Woodland
2022	—	`conf`	EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification. NAACL-HLT (Findings) Georgios Spithourakis, Ivan Vulic, Michal Lis, Iñigo Casanueva, Pawel Budzianowski
2022	J	`jnl`	EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification. CoRR Georgios P. Spithourakis, Ivan Vulic, Michal Lis, Iñigo Casanueva, Pawel Budzianowski
2022	J	`jnl`	Improved and Efficient Conversational Slot Labeling through Question Answering. CoRR Gabor Fuisz, Ivan Vulic, Samuel Gibbons, Iñigo Casanueva, Pawel Budzianowski
2022	A*	`conf`	Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. EMNLP Ivan Vulic, Iñigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen, Pawel Budzianowski
2022	—	`conf`	NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue. NAACL-HLT (Findings) Iñigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski
2022	J	`jnl`	NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue. CoRR Iñigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski
2021	—	`conf`	ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. EMNLP (1) Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen
2021	J	`jnl`	ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. CoRR Ivan Vulic, Pei-Hao Su, Sam Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen
2021	—	`—`	Data-driven policy optimisation for multi-domain task-oriented dialogue Pawel Budzianowski
2019	J	`jnl`	A Repository of Conversational Datasets. CoRR Matthew Henderson, Pawel Budzianowski, Iñigo Casanueva, Sam Coope, Daniela Gerz, Girish Kumar, Nikola Mrksic, Georgios Spithourakis, Pei-Hao Su, Ivan Vulic, Tsung-Hsien Wen
2019	J	`jnl`	Addressing Objects and Their Relations: The Conversational Entity Dialogue Model. CoRR Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yen-Chen Wu, Steve J. Young, Milica Gasic
2019	—	`conf`	Data Collection and End-to-End Learning for Conversational AI. EMNLP/IJCNLP (2) Tsung-Hsien Wen, Pei-Hao Su, Pawel Budzianowski, Iñigo Casanueva, Ivan Vulic
2019	J	`jnl`	Domain Transfer in Dialogue Systems without Turn-Level Supervision. CoRR Joachim Bingel, Victor Petrén Bach Hansen, Ana Valeria González-Garduño, Pawel Budzianowski, Isabelle Augenstein, Anders Søgaard
2019	—	`conf`	Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems. NGT@EMNLP-IJCNLP Pawel Budzianowski, Ivan Vulic
2019	J	`jnl`	Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems. CoRR Pawel Budzianowski, Ivan Vulic
2019	—	`conf`	PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. EMNLP/IJCNLP (3) Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019	J	`jnl`	PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. CoRR Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019	—	`conf`	Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling. EMNLP/IJCNLP (1) Bo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne, Anna Korhonen
2019	J	`jnl`	Semi-supervised Bootstrapping of Dialogue State Trackers for Task Oriented Modelling. CoRR Bo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne, Anna Korhonen
2019	—	`conf`	Training Neural Response Selection for Task-Oriented Dialogue Systems. ACL (1) Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019	J	`jnl`	Training Neural Response Selection for Task-Oriented Dialogue Systems. CoRR Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019	B	`conf`	Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation. SIGdial Bo-Hsiang Tseng, Pawel Budzianowski, Yen-Chen Wu, Milica Gasic
2019	J	`jnl`	Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation. CoRR Bo-Hsiang Tseng, Pawel Budzianowski, Yen-Chen Wu, Milica Gasic
2018	—	`conf`	Addressing Objects and Their Relations: The Conversational Entity Dialogue Model. SIGDIAL Conference Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yen-Chen Wu, Steve J. Young, Milica Gasic
2018	Misc	`conf`	Benchmarking Uncertainty Estimates with Deep Reinforcement Learning for Dialogue Policy Optimisation. ICASSP Christopher Tegho, Pawel Budzianowski, Milica Gasic
2018	—	`conf`	Feudal Dialogue Management with Jointly Learned Feature Extractors. SIGDIAL Conference Iñigo Casanueva, Pawel Budzianowski, Stefan Ultes, Florian Kreyssig, Bo-Hsiang Tseng, Yen-Chen Wu, Milica Gasic
2018	—	`conf`	Feudal Reinforcement Learning for Dialogue Management in Large Domains. NAACL-HLT (2) Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Stefan Ultes, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Milica Gasic
2018	J	`jnl`	Feudal Reinforcement Learning for Dialogue Management in Large Domains. CoRR Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Stefan Ultes, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Milica Gasic
2018	—	`conf`	Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing. ACL (2) Osman Ramadan, Pawel Budzianowski, Milica Gasic
2018	J	`jnl`	Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing. CoRR Osman Ramadan, Pawel Budzianowski, Milica Gasic
2018	A*	`conf`	MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. EMNLP Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic
2018	J	`jnl`	MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. CoRR Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic
2018	J	`jnl`	Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems. CoRR Lina Maria Rojas-Barahona, Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Milica Gasic, Bo-Hsiang Tseng, Steve J. Young
2018	J	`jnl`	Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems. CoRR Florian Kreyssig, Iñigo Casanueva, Pawel Budzianowski, Milica Gasic
2018	—	`conf`	Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems. SIGDIAL Conference Florian Kreyssig, Iñigo Casanueva, Pawel Budzianowski, Milica Gasic
2018	J	`jnl`	Sample Efficient Deep Reinforcement Learning for Dialogue Systems With Large Action Spaces. IEEE ACM Trans. Audio Speech Lang. Process. Gellért Weisz, Pawel Budzianowski, Pei-Hao Su, Milica Gasic
2018	J	`jnl`	Sample Efficient Deep Reinforcement Learning for Dialogue Systems with Large Action Spaces. CoRR Gellért Weisz, Pawel Budzianowski, Pei-Hao Su, Milica Gasic
2018	—	`conf`	Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems. SIGDIAL Conference Bo-Hsiang Tseng, Florian Kreyssig, Pawel Budzianowski, Iñigo Casanueva, Yen-Chen Wu, Stefan Ultes, Milica Gasic
2018	J	`jnl`	Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems. CoRR Bo-Hsiang Tseng, Florian Kreyssig, Pawel Budzianowski, Iñigo Casanueva, Yen-Chen Wu, Stefan Ultes, Milica Gasic
2017	J	`jnl`	A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management. CoRR Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Stefan Ultes, Lina Maria Rojas-Barahona, Steve J. Young, Milica Gasic
2017	A	`conf`	Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning. INTERSPEECH Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
2017	—	`conf`	PyDial: A Multi-domain Statistical Dialogue System Toolkit. ACL (System Demonstrations) Stefan Ultes, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Dongho Kim, Iñigo Casanueva, Pawel Budzianowski, Nikola Mrksic, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
2017	—	`conf`	Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. SIGDIAL Conference Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
2017	J	`jnl`	Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. CoRR Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
2017	—	`conf`	Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management. SIGDIAL Conference Pei-Hao Su, Pawel Budzianowski, Stefan Ultes, Milica Gasic, Steve J. Young
2017	J	`jnl`	Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management. CoRR Pei-Hao Su, Pawel Budzianowski, Stefan Ultes, Milica Gasic, Steve J. Young
2017	—	`conf`	Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. SIGDIAL Conference Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iñigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic
2017	J	`jnl`	Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. CoRR Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iñigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic
2017	J	`jnl`	Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation. CoRR Christopher Tegho, Pawel Budzianowski, Milica Gasic