Milica Gasic
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
80
Venues
12
Active years
2008–2025
Best venue rank
A*
Where they publish
Papers
80 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling. | Michael Heck, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Shutong Feng, Hsien-Chin Lin, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic |
| 2024 | ACL | Speech-based Slot Filling using Large Language Models. | Guangzhi Sun, Shutong Feng, Dongcheng Jiang, Chao Zhang, Milica Gasic, Philip C. Woodland |
| 2024 | SIGdial | Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and Generation. | Shutong Feng, Hsien-Chin Lin, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic |
| 2024 | SIGdial | Affect Recognition in Conversations Using Large Language Models. | Shutong Feng, Guangzhi Sun, Nurul Lubis, Wen Wu, Chao Zhang, Milica Gasic |
| 2024 | SIGdial | Local Topology Measures of Contextual Language Model Latent Spaces with Applications to Dialogue Term Extraction. | Benjamin Matthias Ruppik, Michael Heck, Carel van Niekerk, Renato Vukovic, Hsien-Chin Lin, Shutong Feng, Marcus Zibrowius, Milica Gasic |
| 2024 | SIGdial | Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding. | Renato Vukovic, David Arps, Carel van Niekerk, Benjamin Matthias Ruppik, Hsien-Chin Lin, Michael Heck, Milica Gasic |
| 2023 | ACL | ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? | Michael Heck, Nurul Lubis, Benjamin Matthias Ruppik, Renato Vukovic, Shutong Feng, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Milica Gasic |
| 2023 | EMNLP | ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format. | 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 |
| 2023 | SIGIR | EmoUS: Simulating User Emotions in Task-Oriented Dialogues. | Hsien-Chin Lin, Shutong Feng, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic |
| 2023 | SIGdial | From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue. | Shutong Feng, Nurul Lubis, Benjamin Matthias Ruppik, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Carel van Niekerk, Renato Vukovic, Milica Gasic |
| 2022 | COLING | Dynamic Dialogue Policy for Continual Reinforcement Learning. | Christian Geishauser, Carel van Niekerk, Hsien-Chin Lin, Nurul Lubis, Michael Heck, Shutong Feng, Milica Gasic |
| 2022 | LREC | EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems. | Shutong Feng, Nurul Lubis, Christian Geishauser, Hsien-Chin Lin, Michael Heck, Carel van Niekerk, Milica Gasic |
| 2022 | SIGdial | GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers. | Hsien-Chin Lin, Christian Geishauser, Shutong Feng, Nurul Lubis, Carel van Niekerk, Michael Heck, Milica Gasic |
| 2022 | SIGdial | Dialogue Evaluation with Offline Reinforcement Learning. | Nurul Lubis, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Michael Heck, Shutong Feng, Milica Gasic |
| 2022 | SIGdial | Dialogue Term Extraction using Transfer Learning and Topological Data Analysis. | Renato Vukovic, Michael Heck, Benjamin Matthias Ruppik, Carel van Niekerk, Marcus Zibrowius, Milica Gasic |
| 2021 | ASRU | What does the User Want? Information Gain for Hierarchical Dialogue Policy Optimisation. | Christian Geishauser, Songbo Hu, Hsien-Chin Lin, Nurul Lubis, Michael Heck, Shutong Feng, Carel van Niekerk, Milica Gasic |
| 2021 | EMNLP | Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance. | Carel van Niekerk, Andrey Malinin, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Nurul Lubis, Shutong Feng, Milica Gasic |
| 2021 | SIGdial | Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems. | Hsien-Chin Lin, Nurul Lubis, Songbo Hu, Carel van Niekerk, Christian Geishauser, Michael Heck, Shutong Feng, Milica Gasic |
| 2020 | COLING | Out-of-Task Training for Dialog State Tracking Models. | Michael Heck, Christian Geishauser, Hsien-Chin Lin, Nurul Lubis, Marco Moresi, Carel van Niekerk, Milica Gasic |
| 2020 | COLING | LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization. | Nurul Lubis, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Marco Moresi, Carel van Niekerk, Milica Gasic |
| 2020 | EMNLP | Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles. | Carel van Niekerk, Michael Heck, Christian Geishauser, Hsien-Chin Lin, Nurul Lubis, Marco Moresi, Milica Gasic |
| 2020 | EMNLP | Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems. | Yen-Chen Wu, Bo-Hsiang Tseng, Milica Gasic |
| 2020 | SIGdial | TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking. | Michael Heck, Carel van Niekerk, Nurul Lubis, Christian Geishauser, Hsien-Chin Lin, Marco Moresi, Milica Gasic |
| 2019 | ICASSP | Curiosity-driven Reinforcement Learning for Dialogue Management. | Paula Wesselmann, Yen-Chen Wu, Milica Gasic |
| 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 | Policy Adaptation for Deep Reinforcement Learning-Based Dialogue Management. | Lu Chen, Cheng Chang, Zhi Chen, Bowen Tan, Milica Gasic, Kai Yu |
| 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 | EACL | A Network-based End-to-End Trainable Task-oriented Dialogue System. | Tsung-Hsien Wen, David Vandyke, Nikola Mrksic, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, 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 | DialPort, Gone Live: An Update After A Year of Development. | 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 Esknazi |
| 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 |
| 2016 | ACL | On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems. | Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young |
| 2016 | COLING | Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding. | Lina Maria Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve J. Young |
| 2016 | EMNLP | Conditional Generation and Snapshot Learning in Neural Dialogue Systems. | Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young |
| 2016 | NAACL | Counter-fitting Word Vectors to Linguistic Constraints. | Nikola Mrksic, Diarmuid Saghdha, Blaise Thomson, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young |
| 2016 | NAACL | Multi-domain Neural Network Language Generation for Spoken Dialogue Systems. | Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Steve J. Young |
| 2015 | ACL | Multi-domain Dialog State Tracking using Recurrent Neural Networks. | Nikola Mrksic, Diarmuid Saghdha, Blaise Thomson, Milica Gasic, Pei-hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young |
| 2015 | ASRU | Policy committee for adaptation in multi-domain spoken dialogue systems. | Milica Gasic, Nikola Mrksic, Pei-hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young |
| 2015 | ASRU | Multi-domain dialogue success classifiers for policy training. | David Vandyke, Pei-hao Su, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young |
| 2015 | EMNLP | Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems. | Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-hao Su, David Vandyke, Steve J. Young |
| 2015 | ICASSP | Distributed dialogue policies for multi-domain statistical dialogue management. | Milica Gasic, Dongho Kim, Pirros Tsiakoulis, Steve J. Young |
| 2015 | Interspeech | Learning from real users: rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems. | Pei-hao Su, David Vandyke, Milica Gasic, Dongho Kim, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young |
| 2015 | SIGdial | Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management. | Lu Chen, Pei-Hao Su, Milica Gasic |
| 2015 | SIGdial | Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems. | Pei-Hao Su, David Vandyke, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young |
| 2015 | SIGdial | Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking. | Tsung-Hsien Wen, Milica Gasic, Dongho Kim, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve J. Young |
| 2014 | ICASSP | Dialogue context sensitive HMM-based speech synthesis. | Pirros Tsiakoulis, Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Steve J. Young |
| 2014 | Interspeech | Incremental on-line adaptation of POMDP-based dialogue managers to extended domains. | Milica Gasic, Dongho Kim, Pirros Tsiakoulis, Catherine Breslin, Matthew Henderson, Martin Szummer, Blaise Thomson, Steve J. Young |
| 2014 | Interspeech | Inverse reinforcement learning for micro-turn management. | Dongho Kim, Catherine Breslin, Pirros Tsiakoulis, Milica Gasic, Matthew Henderson, Steve J. Young |
| 2014 | Interspeech | Dialogue context sensitive speech synthesis using factorized decision trees. | Pirros Tsiakoulis, Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Steve J. Young |
| 2014 | SIGdial | The PARLANCE mobile application for interactive search in English and Mandarin. | Helen F. Hastie, Marie-Aude Aufaure, Panos Alexopoulos, Hugues Bouchard, Catherine Breslin, Heriberto Cuayhuitl, Nina Dethlefs, Milica Gasic, James Henderson, Oliver Lemon, Xingkun Liu, Peter Mika, Nesrine Ben Mustapha, Tim Potter, Verena Rieser, Blaise Thomson, Pirros Tsiakoulis, Yves Vanrompay, Boris Villazn-Terrazas, Majid Yazdani, Steve J. Young, Yanchao Yu |
| 2013 | ICASSP | Continuous asr for flexible incremental dialogue. | Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young |
| 2013 | ICASSP | On-line policy optimisation of Bayesian spoken dialogue systems via human interaction. | Milica Gasic, Catherine Breslin, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young |
| 2013 | SIGdial | POMDP-based dialogue manager adaptation to extended domains. | Milica Gasic, Catherine Breslin, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young |
| 2013 | SIGdial | Demonstration of the PARLANCE system: a data-driven incremental, spoken dialogue system for interactive search. | Helen F. Hastie, Marie-Aude Aufaure, Panos Alexopoulos, Heriberto Cuayhuitl, Nina Dethlefs, Milica Gasic, James Henderson, Oliver Lemon, Xingkun Liu, Peter Mika, Nesrine Ben Mustapha, Verena Rieser, Blaise Thomson, Pirros Tsiakoulis, Yves Vanrompay |
| 2012 | SIGdial | The Effect of Cognitive Load on a Statistical Dialogue System. | Milica Gasic, Pirros Tsiakoulis, Matthew Henderson, Blaise Thomson, Kai Yu, Eli Tzirkel, Steve J. Young |
| 2011 | ASRU | On-line policy optimisation of spoken dialogue systems via live interaction with human subjects. | Milica Gasic, Filip Jurccek, Blaise Thomson, Kai Yu, Steve J. Young |
| 2011 | Interspeech | Uncertainty Management for On-Line Optimisation of a POMDP-Based Large-Scale Spoken Dialogue System. | Lucie Daubigney, Milica Gasic, Senthilkumar Chandramohan, Matthieu Geist, Olivier Pietquin, Steve J. Young |
| 2011 | Interspeech | Real User Evaluation of Spoken Dialogue Systems Using Amazon Mechanical Turk. | Filip Jurccek, Simon Keizer, Milica Gasic, Franois Mairesse, Blaise Thomson, Kai Yu, Steve J. Young |
| 2010 | ACL | Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning. | Franois Mairesse, Milica Gasic, Filip Jurccek, Simon Keizer, Blaise Thomson, Kai Yu, Steve J. Young |
| 2010 | Interspeech | Natural belief-critic: a reinforcement algorithm for parameter estimation in statistical spoken dialogue systems. | Filip Jurccek, Blaise Thomson, Simon Keizer, Franois Mairesse, Milica Gasic, Kai Yu, Steve J. Young |
| 2010 | SIGdial | Gaussian Processes for Fast Policy Optimisation of POMDP-based Dialogue Managers. | Milica Gasic, Filip Jurccek, Simon Keizer, Franois Mairesse, Blaise Thomson, Kai Yu, Steve J. Young |
| 2010 | SIGdial | Parameter estimation for agenda-based user simulation. | Simon Keizer, Milica Gasic, Filip Jurccek, Franois Mairesse, Blaise Thomson, Kai Yu, Steve J. Young |
| 2009 | ASRU | Back-off action selection in summary space-based POMDP dialogue systems. | Milica Gasic, Fabrice Lefvre, Filip Jurccek, Simon Keizer, Franois Mairesse, Blaise Thomson, Kai Yu, Steve J. Young |
| 2009 | ICASSP | Spoken language understanding from unaligned data using discriminative classification models. | Franois Mairesse, Milica Gasic, Filip Jurccek, Simon Keizer, Blaise Thomson, Kai Yu, Steve J. Young |
| 2009 | ICASSP | Probablistic modelling of F0 in unvoiced regions in HMM based speech synthesis. | Kai Yu, Tomoki Toda, Milica Gasic, Simon Keizer, Franois Mairesse, Blaise Thomson, Steve J. Young |
| 2009 | Interspeech | Transformation-based learning for semantic parsing. | Filip Jurccek, Milica Gasic, Simon Keizer, Franois Mairesse, Blaise Thomson, Kai Yu, Steve J. Young |
| 2009 | SIGdial | k-Nearest Neighbor Monte-Carlo Control Algorithm for POMDP-Based Dialogue Systems. | Fabrice Lefvre, Milica Gasic, Filip Jurccek, Simon Keizer, Franois Mairesse, Blaise Thomson, Kai Yu, Steve J. Young |
| 2008 | Interspeech | User study of the Bayesian update of dialogue state approach to dialogue management. | Blaise Thomson, Milica Gasic, Simon Keizer, Franois Mairesse, Jost Schatzmann, Kai Yu, Steve J. Young |
| 2008 | Interspeech | Evaluating semantic-level confidence scores with multiple hypotheses. | Blaise Thomson, Kai Yu, Milica Gasic, Simon Keizer, Franois Mairesse, Jost Schatzmann, Steve J. Young |
| 2008 | SIGdial | Training and Evaluation of the HIS POMDP Dialogue System in Noise. | Milica Gasic, Simon Keizer, Franois Mairesse, Jost Schatzmann, Blaise Thomson, Kai Yu, Steve J. Young |