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1
Multilingual and Cross-Lingual Intent Detection from Spoken Data ...
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2
Multilingual and Cross-Lingual Intent Detection from Spoken Data ...
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3
Fully Statistical Neural Belief Tracking ...
Mrkšić, Nikola; Vulić, Ivan. - : arXiv, 2018
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4
Data-Driven Language Understanding for Spoken Dialogue Systems ...
Mrkšić, Nikola. - : Apollo - University of Cambridge Repository, 2018
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5
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization ...
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6
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources ...
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7
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources ...
Vulic, Ivan; Glavaš, Goran; Mrkšić, Nikola. - : Apollo - University of Cambridge Repository, 2018
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8
Post-specialisation: Retrofitting vectors of words unseen in lexical resources
Mrkšić, Nikola; Glavaš, Goran; Korhonen, Anna. - : Association for Computational Linguistics, 2018
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9
Adversarial propagation and zero-shot cross-lingual transfer of word vector specialization
Ponti, Edoardo Maria; Vulić, Ivan; Glavaš, Goran. - : Association for Computational Linguistics, 2018
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10
Specialising Word Vectors for Lexical Entailment ...
Vulić, Ivan; Mrkšić, Nikola. - : arXiv, 2017
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11
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints ...
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12
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules ...
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13
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation ...
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14
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints ...
Mrkšić, Nikola; Vulić, Ivan; Ó Séaghdha, Diarmuid. - : Apollo - University of Cambridge Repository, 2017
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15
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Mrkšić, Nikola; Vulić, Ivan; Ó Séaghdha, Diarmuid. - : Association for Computational Linguistics, 2017. : https://www.transacl.org/ojs/index.php/tacl/article/view/1171, 2017. : Transactions of the Association for Computational Linguistics (TACL), 2017
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16
Counter-fitting Word Vectors to Linguistic Constraints ...
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17
Neural Belief Tracker: Data-Driven Dialogue State Tracking ...
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18
Research data supporting "On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems"
Su, Pei-Hao; Gasic, Milica; Mrksic, Nikola. - : University of Cambridge, 2016
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19
Multi-domain Dialog State Tracking using Recurrent Neural Networks ...
Abstract: Dialog state tracking is a key component of many modern dialog systems, most of which are designed with a single, well-defined domain in mind. This paper shows that dialog data drawn from different dialog domains can be used to train a general belief tracking model which can operate across all of these domains, exhibiting superior performance to each of the domain-specific models. We propose a training procedure which uses out-of-domain data to initialise belief tracking models for entirely new domains. This procedure leads to improvements in belief tracking performance regardless of the amount of in-domain data available for training the model. ... : Accepted as a short paper in the 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015) ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG
URL: https://arxiv.org/abs/1506.07190
https://dx.doi.org/10.48550/arxiv.1506.07190
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20
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking ...
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