Milica Gasic

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 99

Top Venues

Publications

Guangzhi Sun, Shutong Feng, Dongcheng Jiang, Chao Zhang, Milica Gasic, Philip C. Woodland
Speech-based Slot Filling using Large Language Models. ACL (Findings) (2024)
Christian Geishauser, Carel van Niekerk, Nurul Lubis, Hsien-Chin Lin, Michael Heck, Shutong Feng, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
Learning With an Open Horizon in Ever-Changing Dialogue Circumstances. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Carel van Niekerk, Christian Geishauser, Michael Heck, Shutong Feng, Hsien-Chin Lin, Nurul Lubis, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
CAMELL: Confidence-based Acquisition Model for Efficient Self-supervised Active Learning with Label Validation. CoRR (2023)
Shutong Feng, Guangzhi Sun, Nurul Lubis, Chao Zhang, Milica Gasic
Affect Recognition in Conversations Using Large Language Models. CoRR (2023)
Guangzhi Sun, Shutong Feng, Dongcheng Jiang, Chao Zhang, Milica Gasic, Philip C. Woodland
Speech-based Slot Filling using Large Language Models. CoRR (2023)
Hsien-Chin Lin, Shutong Feng, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
EmoUS: Simulating User Emotions in Task-Oriented Dialogues. CoRR (2023)
Shutong Feng, Nurul Lubis, Benjamin Matthias Ruppik, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Carel van Niekerk, Renato Vukovic, Milica Gasic
From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue. CoRR (2023)
Qi Zhu, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Baolin Peng, Zheng Zhang, Shutong Feng, Michael Heck, Nurul Lubis, Dazhen Wan, Xiaochen Zhu, Jianfeng Gao, Milica Gasic, Minlie Huang
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format. EMNLP (Demos) (2023)
Hsien-Chin Lin, Shutong Feng, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
EmoUS: Simulating User Emotions in Task-Oriented Dialogues. SIGIR (2023)
Shutong Feng, Nurul Lubis, Benjamin Matthias Ruppik, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Carel van Niekerk, Renato Vukovic, Milica Gasic
From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue. SIGDIAL (2023)
Michael Heck, Nurul Lubis, Benjamin Matthias Ruppik, Renato Vukovic, Shutong Feng, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Milica Gasic
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? CoRR (2023)
Michael Heck, Nurul Lubis, Benjamin Matthias Ruppik, Renato Vukovic, Shutong Feng, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Milica Gasic
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? ACL (2) (2023)
Renato Vukovic, Michael Heck, Benjamin Matthias Ruppik, Carel van Niekerk, Marcus Zibrowius, Milica Gasic
Dialogue Term Extraction using Transfer Learning and Topological Data Analysis. SIGDIAL (2022)
Hsien-Chin Lin, Christian Geishauser, Shutong Feng, Nurul Lubis, Carel van Niekerk, Michael Heck, Milica Gasic
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers. CoRR (2022)
Shikib Mehri, Jinho Choi, Luis Fernando D'Haro, Jan Deriu, Maxine Eskénazi, Milica Gasic, Kallirroi Georgila, Dilek Hakkani-Tur, Zekang Li, Verena Rieser, Samira Shaikh, David R. Traum, Yi-Ting Yeh, Zhou Yu, Yizhe Zhang, Chen Zhang
Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges. CoRR (2022)
Christian Geishauser, Carel van Niekerk, Nurul Lubis, Michael Heck, Hsien-Chin Lin, Shutong Feng, Milica Gasic
Dynamic Dialogue Policy Transformer for Continual Reinforcement Learning. CoRR (2022)
Nurul Lubis, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Michael Heck, Shutong Feng, Milica Gasic
Dialogue Evaluation with Offline Reinforcement Learning. SIGDIAL (2022)
Shutong Feng, Nurul Lubis, Christian Geishauser, Hsien-Chin Lin, Michael Heck, Carel van Niekerk, Milica Gasic
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems. LREC (2022)
Qi Zhu, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Baolin Peng, Zheng Zhang, Michael Heck, Nurul Lubis, Dazhen Wan, Xiaochen Zhu, Jianfeng Gao, Milica Gasic, Minlie Huang
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format. CoRR (2022)
Michael Heck, Nurul Lubis, Carel van Niekerk, Shutong Feng, Christian Geishauser, Hsien-Chin Lin, Milica Gasic
Robust Dialogue State Tracking with Weak Supervision and Sparse Data. Trans. Assoc. Comput. Linguistics 10 (2022)
Renato Vukovic, Michael Heck, Benjamin Matthias Ruppik, Carel van Niekerk, Marcus Zibrowius, Milica Gasic
Dialogue Term Extraction using Transfer Learning and Topological Data Analysis. CoRR (2022)
Christian Geishauser, Carel van Niekerk, Hsien-Chin Lin, Nurul Lubis, Michael Heck, Shutong Feng, Milica Gasic
Dynamic Dialogue Policy for Continual Reinforcement Learning. COLING (2022)
Michael Heck, Nurul Lubis, Carel van Niekerk, Shutong Feng, Christian Geishauser, Hsien-Chin Lin, Milica Gasic
Robust Dialogue State Tracking with Weak Supervision and Sparse Data. CoRR (2022)
Nurul Lubis, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Michael Heck, Shutong Feng, Milica Gasic
Dialogue Evaluation with Offline Reinforcement Learning. CoRR (2022)
Hsien-Chin Lin, Christian Geishauser, Shutong Feng, Nurul Lubis, Carel van Niekerk, Michael Heck, Milica Gasic
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers. SIGDIAL (2022)
Carel van Niekerk, Andrey Malinin, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Nurul Lubis, Shutong Feng, Milica Gasic
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance. CoRR (2021)
Carel van Niekerk, Andrey Malinin, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Nurul Lubis, Shutong Feng, Milica Gasic
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance. EMNLP (1) (2021)
Christian Geishauser, Songbo Hu, Hsien-Chin Lin, Nurul Lubis, Michael Heck, Shutong Feng, Carel van Niekerk, Milica Gasic
What Does The User Want? Information Gain for Hierarchical Dialogue Policy Optimisation. CoRR (2021)
Christian Geishauser, Songbo Hu, Hsien-Chin Lin, Nurul Lubis, Michael Heck, Shutong Feng, Carel van Niekerk, Milica Gasic
What does the User Want? Information Gain for Hierarchical Dialogue Policy Optimisation. ASRU (2021)
Shutong Feng, Nurul Lubis, Christian Geishauser, Hsien-Chin Lin, Michael Heck, Carel van Niekerk, Milica Gasic
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion in Task-Oriented Dialogue Systems. CoRR (2021)
Hsien-Chin Lin, Nurul Lubis, Songbo Hu, Carel van Niekerk, Christian Geishauser, Michael Heck, Shutong Feng, Milica Gasic
Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems. SIGDIAL (2021)
Hsien-Chin Lin, Nurul Lubis, Songbo Hu, Carel van Niekerk, Christian Geishauser, Michael Heck, Shutong Feng, Milica Gasic
Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems. CoRR (2021)
Michael Heck, Carel van Niekerk, Nurul Lubis, Christian Geishauser, Hsien-Chin Lin, Marco Moresi, Milica Gasic
TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking. CoRR (2020)
Michael Heck, Christian Geishauser, Hsien-Chin Lin, Nurul Lubis, Marco Moresi, Carel van Niekerk, Milica Gasic
Out-of-Task Training for Dialog State Tracking Models. COLING (2020)
Alexander Jakubowski, Milica Gasic, Marcus Zibrowius
Topology of Word Embeddings: Singularities Reflect Polysemy. *SEM@COLING (2020)
Michael Heck, Carel van Niekerk, Nurul Lubis, Christian Geishauser, Hsien-Chin Lin, Marco Moresi, Milica Gasic
TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking. SIGdial (2020)
Nurul Lubis, Michael Heck, Carel van Niekerk, Milica Gasic
Adaptable Conversational Machines. AI Mag. 41 (3) (2020)
Michael Heck, Carel van Niekerk, Nurul Lubis, Christian Geishauser, Hsien-Chin Lin, Marco Moresi, Milica Gasic
Out-of-Task Training for Dialog State Tracking Models. CoRR (2020)
Nurul Lubis, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Marco Moresi, Carel van Niekerk, Milica Gasic
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization. COLING (2020)
Nurul Lubis, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Marco Moresi, Carel van Niekerk, Milica Gasic
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization. CoRR (2020)
Carel van Niekerk, Michael Heck, Christian Geishauser, Hsien-Chin Lin, Nurul Lubis, Marco Moresi, Milica Gasic
Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles. CoRR (2020)
Carel van Niekerk, Michael Heck, Christian Geishauser, Hsien-Chin Lin, Nurul Lubis, Marco Moresi, Milica Gasic
Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles. EMNLP (Findings) (2020)
Yen-Chen Wu, Bo-Hsiang Tseng, Milica Gasic
Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems. EMNLP (Findings) (2020)
Alexander Jakubowski, Milica Gasic, Marcus Zibrowius
Topology of Word Embeddings: Singularities Reflect Polysemy. CoRR (2020)
Paula Wesselmann, Yen-Chen Wu, Milica Gasic
Curiosity-driven Reinforcement Learning for Dialogue Management. ICASSP (2019)
Lu Chen, Zhi Chen, Bowen Tan, Sishan Long, Milica Gasic, Kai Yu
AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning. CoRR (2019)
Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yen-Chen Wu, Steve J. Young, Milica Gasic
Addressing Objects and Their Relations: The Conversational Entity Dialogue Model. CoRR (2019)
Lu Chen, Zhi Chen, Bowen Tan, Sishan Long, Milica Gasic, Kai Yu
AgentGraph: Toward Universal Dialogue Management With Structured Deep Reinforcement Learning. IEEE ACM Trans. Audio Speech Lang. Process. 27 (9) (2019)
Bo-Hsiang Tseng, Pawel Budzianowski, Yen-Chen Wu, Milica Gasic
Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation. SIGdial (2019)
Bo-Hsiang Tseng, Pawel Budzianowski, Yen-Chen Wu, Milica Gasic
Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation. CoRR (2019)
Gellért Weisz, Pawel Budzianowski, Pei-Hao Su, Milica Gasic
Sample Efficient Deep Reinforcement Learning for Dialogue Systems With Large Action Spaces. IEEE ACM Trans. Audio Speech Lang. Process. 26 (11) (2018)
Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yen-Chen Wu, Steve J. Young, Milica Gasic
Addressing Objects and Their Relations: The Conversational Entity Dialogue Model. SIGDIAL Conference (2018)
Christopher Tegho, Pawel Budzianowski, Milica Gasic
Benchmarking Uncertainty Estimates with Deep Reinforcement Learning for Dialogue Policy Optimisation. ICASSP (2018)
Osman Ramadan, Pawel Budzianowski, Milica Gasic
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing. CoRR (2018)
Gellért Weisz, Pawel Budzianowski, Pei-Hao Su, Milica Gasic
Sample Efficient Deep Reinforcement Learning for Dialogue Systems with Large Action Spaces. CoRR (2018)
Lina Maria Rojas-Barahona, Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Milica Gasic, Bo-Hsiang Tseng, Steve J. Young
Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems. CoRR (2018)
Iñigo Casanueva, Pawel Budzianowski, Stefan Ultes, Florian Kreyssig, Bo-Hsiang Tseng, Yen-Chen Wu, Milica Gasic
Feudal Dialogue Management with Jointly Learned Feature Extractors. SIGDIAL Conference (2018)
Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. EMNLP (2018)
Florian Kreyssig, Iñigo Casanueva, Pawel Budzianowski, Milica Gasic
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems. CoRR (2018)
Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yinpei Dai, Clare Mansfield, Osman Ramadan, Stefan Ultes, Michael Crawford, Milica Gasic
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy. Louhi@EMNLP (2018)
Florian Kreyssig, Iñigo Casanueva, Pawel Budzianowski, Milica Gasic
Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems. SIGDIAL Conference (2018)
Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Stefan Ultes, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Milica Gasic
Feudal Reinforcement Learning for Dialogue Management in Large Domains. CoRR (2018)
Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Stefan Ultes, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Milica Gasic
Feudal Reinforcement Learning for Dialogue Management in Large Domains. NAACL-HLT (2) (2018)
Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. CoRR (2018)
Lu Chen, Cheng Chang, Zhi Chen, Bowen Tan, Milica Gasic, Kai Yu
Policy Adaptation for Deep Reinforcement Learning-Based Dialogue Management. ICASSP (2018)
Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yinpei Dai, Clare Mansfield, Osman Ramadan, Stefan Ultes, Michael Crawford, Milica Gasic
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy. CoRR (2018)
Bo-Hsiang Tseng, Florian Kreyssig, Pawel Budzianowski, Iñigo Casanueva, Yen-Chen Wu, Stefan Ultes, Milica Gasic
Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems. CoRR (2018)
Osman Ramadan, Pawel Budzianowski, Milica Gasic
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing. ACL (2) (2018)
Bo-Hsiang Tseng, Florian Kreyssig, Pawel Budzianowski, Iñigo Casanueva, Yen-Chen Wu, Stefan Ultes, Milica Gasic
Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems. SIGDIAL Conference (2018)
Pei-Hao Su, Milica Gasic, Steve J. Young
Reward estimation for dialogue policy optimisation. Comput. Speech Lang. 51 (2018)
Milica Gasic, Dilek Hakkani-Tür, Asli Celikyilmaz
Spoken language understanding and interaction: machine learning for human-like conversational systems. Comput. Speech Lang. 46 (2017)
Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. SIGDIAL Conference (2017)
Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iñigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. SIGDIAL Conference (2017)
Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. CoRR (2017)
Pei-Hao Su, Pawel Budzianowski, Stefan Ultes, Milica Gasic, Steve J. Young
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management. SIGDIAL Conference (2017)
Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. CoRR (2017)
Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young
Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. Trans. Assoc. Comput. Linguistics 5 (2017)
Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning. INTERSPEECH (2017)
Christopher Tegho, Pawel Budzianowski, Milica Gasic
Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation. CoRR (2017)
Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Stefan Ultes, Lina Maria Rojas-Barahona, Steve J. Young, Milica Gasic
A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management. CoRR (2017)
Kyusong Lee, Tiancheng Zhao, Yulun Du, Edward Cai, Allen Lu, Eli Pincus, David R. Traum, Stefan Ultes, Lina Maria Rojas-Barahona, Milica Gasic, Steve J. Young, Maxine Eskénazi
DialPort, Gone Live: An Update After A Year of Development. SIGDIAL Conference (2017)
Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
Dialogue manager domain adaptation using Gaussian process reinforcement learning. Comput. Speech Lang. 45 (2017)
Tsung-Hsien Wen, David Vandyke, Nikola Mrksic, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, Steve J. Young
A Network-based End-to-End Trainable Task-oriented Dialogue System. EACL (1) (2017)
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
PyDial: A Multi-domain Statistical Dialogue System Toolkit. ACL (System Demonstrations) (2017)
Pei-Hao Su, Pawel Budzianowski, Stefan Ultes, Milica Gasic, Steve J. Young
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management. CoRR (2017)
Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iñigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. CoRR (2017)
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-hao Su, David Vandyke, Steve J. Young
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems. CoRR (2016)
Lina Maria Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve J. Young
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding. COLING (2016)
Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young
Counter-fitting Word Vectors to Linguistic Constraints. HLT-NAACL (2016)
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Steve J. Young
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems. HLT-NAACL (2016)
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young
Conditional Generation and Snapshot Learning in Neural Dialogue Systems. CoRR (2016)
Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young
Counter-fitting Word Vectors to Linguistic Constraints. CoRR (2016)
Lina Maria Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve J. Young
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding. CoRR (2016)
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young
A Network-based End-to-End Trainable Task-oriented Dialogue System. CoRR (2016)
Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems. CoRR (2016)
Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
Continuously Learning Neural Dialogue Management. CoRR (2016)
Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
Dialogue manager domain adaptation using Gaussian process reinforcement learning. CoRR (2016)
Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems. ACL (1) (2016)
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young
Conditional Generation and Snapshot Learning in Neural Dialogue Systems. EMNLP (2016)
Lu Chen, Pei-Hao Su, Milica Gasic
Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management. SIGDIAL Conference (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Milica Gasic