Pawel Budzianowski

发表

Training Neural Response Selection for Task-Oriented Dialogue Systems

Matthew Henderson, Ivan Vulic, Daniela Gerz, 2019, ACL.

MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2018, EMNLP.

Domain Transfer in Dialogue Systems without Turn-Level Supervision pdf

Joachim Bingel, Isabelle Augenstein, Pawel Budzianowski, 2019, ArXiv.

Feudal Dialogue Management with Jointly Learned Feature Extractors

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2018, SIGDIAL Conference.

Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning pdf

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2017, SIGDIAL Conference.

Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation pdf

Pawel Budzianowski, Milica Gasic, Christopher Tegho, 2017, ArXiv.

Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems pdf

Iñigo Casanueva, Pawel Budzianowski, Milica Gasic, 2018, SIGDIAL Conference.

Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2017, INTERSPEECH.

Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2017, SIGDIAL Conference.

Benchmarking Uncertainty Estimates with Deep Reinforcement Learning for Dialogue Policy Optimisation

Pawel Budzianowski, Milica Gasic, Christopher Tegho, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing pdf

Pawel Budzianowski, Milica Gasic, Osman Ramadan, 2018, ACL.

Addressing Objects and Their Relations: The Conversational Entity Dialogue Model

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2018, SIGDIAL Conference.

Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2018, SIGDIAL Conference.

PyDial: A Multi-domain Statistical Dialogue System Toolkit

David Vandyke, Stefan Ultes, Iñigo Casanueva, 2017, ACL.

A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management pdf

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2017, ArXiv.

Data Collection and End-to-End Learning for Conversational AI

Iñigo Casanueva, Pawel Budzianowski, Tsung-Hsien Wen, 2019, EMNLP/IJCNLP.

A Repository of Conversational Datasets pdf

Matthew Henderson, Daniela Gerz, Iñigo Casanueva, 2019, Proceedings of the First Workshop on NLP for Conversational AI.

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking

Matthew Henderson, Ivan Vulic, Daniela Gerz, 2019, EMNLP.

Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems pdf

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2018, ArXiv.

Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation pdf

Pawel Budzianowski, Yen-Chen Wu, Milica Gasic, 2019, SIGdial.

Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing

Pawel Budzianowski, Milica Gasic, Osman Ramadan, 2018, ACL.

Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management

Stefan Ultes, Pawel Budzianowski, Pei-hao Su, 2017, SIGDIAL Conference.

Feudal Reinforcement Learning for Dialogue Management in Large Domains

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2018, NAACL.

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models pdf

Pawel Budzianowski, Sam Coope, Tsung-Hsien Wen, 2021, EMNLP.