Pawel Budzianowski
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
25
Venues
6
Active years
2017–2025
Best venue rank
A*
Where they publish
Papers
25 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ACL | Wait, that's not an option: LLMs Robustness with Incorrect Multiple-Choice Options. | Gracjan Gral, Emilia Wisnios, Piotr Sankowski, Pawel Budzianowski |
| 2024 | EMNLP | Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning. | Evgeniia Razumovskaia, Ivan Vulic, Pavle Markovic, Tomasz Cichy, Qian Zheng, Tsung-Hsien Wen, Pawel Budzianowski |
| 2022 | EMNLP | Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. | Ivan Vulic, Iigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen, Pawel Budzianowski |
| 2022 | NAACL | NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue. | Iigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski |
| 2022 | NAACL | EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification. | Georgios Spithourakis, Ivan Vulic, Michal Lis, Iigo Casanueva, Pawel Budzianowski |
| 2021 | EMNLP | ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. | Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen |
| 2019 | ACL | Training Neural Response Selection for Task-Oriented Dialogue Systems. | Matthew Henderson, Ivan Vulic, Daniela Gerz, Iigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su |
| 2019 | EMNLP | Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems. | Pawel Budzianowski, Ivan Vulic |
| 2019 | EMNLP | PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. | Matthew Henderson, Ivan Vulic, Iigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su |
| 2019 | EMNLP | Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling. | Bo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne, Anna Korhonen |
| 2019 | EMNLP | Data Collection and End-to-End Learning for Conversational AI. | Tsung-Hsien Wen, Pei-Hao Su, Pawel Budzianowski, Iigo Casanueva, Ivan Vulic |
| 2019 | SIGdial | Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation. | Bo-Hsiang Tseng, Pawel Budzianowski, Yen-Chen Wu, Milica Gasic |
| 2018 | ACL | Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing. | Osman Ramadan, Pawel Budzianowski, Milica Gasic |
| 2018 | EMNLP | MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. | Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic |
| 2018 | ICASSP | Benchmarking Uncertainty Estimates with Deep Reinforcement Learning for Dialogue Policy Optimisation. | Christopher Tegho, Pawel Budzianowski, Milica Gasic |
| 2018 | NAACL | Feudal Reinforcement Learning for Dialogue Management in Large Domains. | Iigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Stefan Ultes, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Milica Gasic |
| 2018 | SIGdial | Feudal Dialogue Management with Jointly Learned Feature Extractors. | Iigo Casanueva, Pawel Budzianowski, Stefan Ultes, Florian Kreyssig, Bo-Hsiang Tseng, Yen-Chen Wu, Milica Gasic |
| 2018 | SIGdial | Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems. | Florian Kreyssig, Iigo Casanueva, Pawel Budzianowski, Milica Gasic |
| 2018 | SIGdial | Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems. | Bo-Hsiang Tseng, Florian Kreyssig, Pawel Budzianowski, Iigo Casanueva, Yen-Chen Wu, Stefan Ultes, Milica Gasic |
| 2018 | SIGdial | Addressing Objects and Their Relations: The Conversational Entity Dialogue Model. | Stefan Ultes, Pawel Budzianowski, Iigo Casanueva, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yen-Chen Wu, Steve J. Young, Milica Gasic |
| 2017 | ACL | PyDial: A Multi-domain Statistical Dialogue System Toolkit. | Stefan Ultes, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Dongho Kim, Iigo Casanueva, Pawel Budzianowski, Nikola Mrksic, Tsung-Hsien Wen, Milica Gasic, Steve J. Young |
| 2017 | Interspeech | Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning. | Stefan Ultes, Pawel Budzianowski, Iigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young |
| 2017 | SIGdial | Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. | Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic |
| 2017 | SIGdial | Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management. | Pei-Hao Su, Pawel Budzianowski, Stefan Ultes, Milica Gasic, Steve J. Young |
| 2017 | SIGdial | Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. | Stefan Ultes, Pawel Budzianowski, Iigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young |