Milica Gasic
Orcid: 0000-0003-0318-9147Affiliations:
- Heinrich Heine University Düsseldorf, Germany
According to our database1,
Milica Gasic
authored at least 109 papers
between 2008 and 2023.
Collaborative distances:
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Bibliography
2023
CAMELL: Confidence-based Acquisition Model for Efficient Self-supervised Active Learning with Label Validation.
CoRR, 2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue.
Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
2022
Trans. Assoc. Comput. Linguistics, 2022
CoRR, 2022
Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges.
CoRR, 2022
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers.
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the 29th International Conference on Computational Linguistics, 2022
2021
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion in Task-Oriented Dialogue Systems.
CoRR, 2021
Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems.
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
What does the User Want? Information Gain for Hierarchical Dialogue Policy Optimisation.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021
2020
Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, 2020
Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2020
Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
2019
AgentGraph: Toward Universal Dialogue Management With Structured Deep Reinforcement Learning.
IEEE ACM Trans. Audio Speech Lang. Process., 2019
AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning.
CoRR, 2019
Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation.
Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Sample Efficient Deep Reinforcement Learning for Dialogue Systems With Large Action Spaces.
IEEE ACM Trans. Audio Speech Lang. Process., 2018
CoRR, 2018
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018
Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems.
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Benchmarking Uncertainty Estimates with Deep Reinforcement Learning for Dialogue Policy Optimisation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy.
Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, 2018
2017
Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints.
Trans. Assoc. Comput. Linguistics, 2017
Comput. Speech Lang., 2017
Spoken language understanding and interaction: machine learning for human-like conversational systems.
Comput. Speech Lang., 2017
Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation.
CoRR, 2017
A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management.
CoRR, 2017
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints.
CoRR, 2017
Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017
Proceedings of the Interspeech 2017, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
2016
Proceedings of the NAACL HLT 2016, 2016
Proceedings of the NAACL HLT 2016, 2016
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding.
Proceedings of the COLING 2016, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
2015
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking.
Proceedings of the SIGDIAL 2015 Conference, 2015
Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems.
Proceedings of the SIGDIAL 2015 Conference, 2015
Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management.
Proceedings of the SIGDIAL 2015 Conference, 2015
Learning from real users: rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems.
Proceedings of the INTERSPEECH 2015, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
2014
IEEE ACM Trans. Audio Speech Lang. Process., 2014
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014
Proceedings of the SIGDIAL 2014 Conference, 2014
Proceedings of the Situated Dialog in Speech-Based Human-Computer Interaction, 2014
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Demonstration of the PARLANCE system: a data-driven incremental, spoken dialogue system for interactive search.
Proceedings of the SIGDIAL 2013 Conference, 2013
Proceedings of the SIGDIAL 2013 Conference, 2013
On-line policy optimisation of Bayesian spoken dialogue systems via human interaction.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012
Proceedings of the SIGDIAL 2012 Conference, 2012
2011
Effective handling of dialogue state in the hidden information state POMDP-based dialogue manager.
ACM Trans. Speech Lang. Process., 2011
Proceedings of the INTERSPEECH 2011, 2011
Uncertainty Management for On-Line Optimisation of a POMDP-Based Large-Scale Spoken Dialogue System.
Proceedings of the INTERSPEECH 2011, 2011
On-line policy optimisation of spoken dialogue systems via live interaction with human subjects.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011
2010
The Hidden Information State model: A practical framework for POMDP-based spoken dialogue management.
Comput. Speech Lang., 2010
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010
Proceedings of the SIGDIAL 2010 Conference, 2010
Proceedings of the SIGDIAL 2010 Conference, 2010
Natural belief-critic: a reinforcement algorithm for parameter estimation in statistical spoken dialogue systems.
Proceedings of the INTERSPEECH 2010, 2010
Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning.
Proceedings of the ACL 2010, 2010
2009
Proceedings of the SIGDIAL 2009 Conference, 2009
Proceedings of the INTERSPEECH 2009, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Spoken language understanding from unaligned data using discriminative classification models.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009
2008
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008
Proceedings of the SIGDIAL 2008 Workshop, 2008
Proceedings of the INTERSPEECH 2008, 2008
Proceedings of the INTERSPEECH 2008, 2008