Nikola Mrkšić
Nikola Mrkšić
PolyAI, University of Cambridge
Verified email at poly-ai.com - Homepage
TitleCited byYear
Semantically conditioned lstm-based natural language generation for spoken dialogue systems
TH Wen, M Gasic, N Mrksic, PH Su, D Vandyke, S Young
arXiv preprint arXiv:1508.01745, 2015
4252015
A network-based end-to-end trainable task-oriented dialogue system
TH Wen, D Vandyke, N Mrksic, M Gasic, LM Rojas-Barahona, PH Su, ...
arXiv preprint arXiv:1604.04562, 2016
3782016
Neural belief tracker: Data-driven dialogue state tracking
N Mrkšić, DO Séaghdha, TH Wen, B Thomson, S Young
arXiv preprint arXiv:1606.03777, 2016
1392016
Counter-fitting word vectors to linguistic constraints
N Mrkšić, DO Séaghdha, B Thomson, M Gašić, L Rojas-Barahona, PH Su, ...
arXiv preprint arXiv:1603.00892, 2016
1332016
Stochastic language generation in dialogue using recurrent neural networks with convolutional sentence reranking
TH Wen, M Gasic, D Kim, N Mrksic, PH Su, D Vandyke, S Young
arXiv preprint arXiv:1508.01755, 2015
1022015
Multi-domain dialog state tracking using recurrent neural networks
N Mrkšić, DO Séaghdha, B Thomson, M Gašić, PH Su, D Vandyke, ...
arXiv preprint arXiv:1506.07190, 2015
932015
On-line active reward learning for policy optimisation in spoken dialogue systems
PH Su, M Gasic, N Mrksic, L Rojas-Barahona, S Ultes, D Vandyke, ...
arXiv preprint arXiv:1605.07669, 2016
822016
Multi-domain neural network language generation for spoken dialogue systems
TH Wen, M Gasic, N Mrksic, LM Rojas-Barahona, PH Su, D Vandyke, ...
arXiv preprint arXiv:1603.01232, 2016
812016
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
N Mrkšić, I Vulić, DÓ Séaghdha, I Leviant, R Reichart, M Gašić, ...
arXiv preprint arXiv:1706.00374, 2017
732017
Continuously learning neural dialogue management
PH Su, M Gasic, N Mrksic, L Rojas-Barahona, S Ultes, D Vandyke, ...
arXiv preprint arXiv:1606.02689, 2016
652016
Pydial: A multi-domain statistical dialogue system toolkit
S Ultes, LMR Barahona, PH Su, D Vandyke, D Kim, I Casanueva, ...
Proceedings of ACL 2017, System Demonstrations, 73-78, 2017
602017
Learning from real users: Rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems
PH Su, D Vandyke, M Gasic, D Kim, N Mrksic, TH Wen, S Young
arXiv preprint arXiv:1508.03386, 2015
432015
Specialising word vectors for lexical entailment
I Vulić, N Mrkšić
arXiv preprint arXiv:1710.06371, 2017
332017
Policy Committee for adaptation in multi-domain spoken dialogue systems
M Gašić, N Mrkšić, PH Su, D Vandyke, TH Wen, S Young
IEEE, 2015
332015
Conditional generation and snapshot learning in neural dialogue systems
TH Wen, M Gasic, N Mrksic, LM Rojas-Barahona, PH Su, S Ultes, ...
arXiv preprint arXiv:1606.03352, 2016
312016
Reward shaping with recurrent neural networks for speeding up on-line policy learning in spoken dialogue systems
PH Su, D Vandyke, M Gasic, N Mrksic, TH Wen, S Young
arXiv preprint arXiv:1508.03391, 2015
272015
Morph-fitting: Fine-tuning word vector spaces with simple language-specific rules
I Vulić, N Mrkšić, R Reichart, DÓ Séaghdha, S Young, A Korhonen
arXiv preprint arXiv:1706.00377, 2017
252017
Dialogue manager domain adaptation using Gaussian process reinforcement learning
M Gašić, N Mrkšić, LM Rojas-Barahona, PH Su, S Ultes, D Vandyke, ...
Computer Speech & Language 45, 552-569, 2017
222017
Sub-domain modelling for dialogue management with hierarchical reinforcement learning
P Budzianowski, S Ultes, PH Su, N Mrkšić, TH Wen, I Casanueva, ...
arXiv preprint arXiv:1706.06210, 2017
222017
Cross-lingual induction and transfer of verb classes based on word vector space specialisation
I Vulić, N Mrkšić, A Korhonen
arXiv preprint arXiv:1707.06945, 2017
182017
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Articles 1–20