Milica Gasic

发表

Statistical methods for building robust spoken dialogue systems in an automobile

Steve Young, Matthew Henderson, Blaise Thomson, 2012 .

AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning

Zhi Chen, Lu Chen, Kai Yu, 2019 .

On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems pdf

David Vandyke, Stefan Ultes, Tsung-Hsien Wen, 2016, ACL.

Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy pdf

Stefan Ultes, Lina Maria Rojas-Barahona, Milica Gasic, 2018, Louhi@EMNLP.

AgentGraph: Toward Universal Dialogue Management With Structured Deep Reinforcement Learning

Kai Yu, Zhi Chen, Milica Gasic, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

The PARLANCE mobile application for interactive search in English and Mandarin

Helen F. Hastie, Oliver Lemon, Nina Dethlefs, 2014, SIGDIAL Conference.

Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems

Milica Gasic, Bo-Hsiang Tseng, Yen-chen Wu, 2020, EMNLP.

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

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

Research data supporting "On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems"

David Vandyke, Steve Young, Stefan Ultes, 2016 .

Counter-fitting Word Vectors to Linguistic Constraints

David Vandyke, Tsung-Hsien Wen, Nikola Mrksic, 2016, NAACL.

A Network-based End-to-End Trainable Task-oriented Dialogue System

David Vandyke, Stefan Ultes, Tsung-Hsien Wen, 2016, EACL.

Multi-domain Neural Network Language Generation for Spoken Dialogue Systems pdf

David Vandyke, Tsung-Hsien Wen, Nikola Mrksic, 2016, NAACL.

Topology of Word Embeddings: Singularities Reflect Polysemy pdf

Milica Gasic, Alexander Jakubowski, Marcus Zibrowius, 2020, STARSEM.

Adaptable Conversational Machines

Nurul Lubis, Milica Gasic, Michael Heck, 2020, AI Mag..

Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning

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

Dialogue manager domain adaptation using Gaussian process reinforcement learning

David Vandyke, Stefan Ultes, Tsung-Hsien Wen, 2016, Comput. Speech Lang..

Conditional Generation and Snapshot Learning in Neural Dialogue Systems

David Vandyke, Stefan Ultes, Tsung-Hsien Wen, 2016, EMNLP.

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

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

Data for Multi-agent learning in multi-domain spoken dialogue systems

Milica Gasic, 2015 .

Continuously Learning Neural Dialogue Management pdf

David Vandyke, Stefan Ultes, Tsung-Hsien Wen, 2016, ArXiv.

Research Data Supporting "Multi-domain Neural Network Language Generation for Spoken Dialogue Systems"

David Vandyke, Steve Young, Nikola Mrksic, 2016 .

DialPort, Gone Live: An Update After A Year of Development

Maxine Eskénazi, David R. Traum, Stefan Ultes, 2017, SIGDIAL Conference.

Spoken language understanding and interaction: machine learning for human-like conversational systems

Dilek Z. Hakkani-Tür, Asli Çelikyilmaz, Milica Gasic, 2017, Comput. Speech Lang..

Addressing Objects and Their Relations: The Conversational Entity Dialogue Model

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

Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding

Stefan Ultes, Tsung-Hsien Wen, Nikola Mrksic, 2016, COLING.

PyDial: A Multi-domain Statistical Dialogue System Toolkit

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

Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints

Steve Young, Nikola Mrksic, Diarmuid Ó Séaghdha, 2017 .

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.

Feudal Reinforcement Learning for Dialogue Management in Large Domains

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