Domain Adaptive Dialog Generation via Meta Learning
暂无分享,去创建一个
[1] Min-Yen Kan,et al. Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures , 2018, ACL.
[2] Sergey Levine,et al. Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks , 2017, ICML.
[3] Peter L. Bartlett,et al. RL$^2$: Fast Reinforcement Learning via Slow Reinforcement Learning , 2016, ArXiv.
[4] Le-Minh Nguyen,et al. Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems , 2018, COLING.
[5] Maxine Eskénazi,et al. Zero-Shot Dialog Generation with Cross-Domain Latent Actions , 2018, SIGDIAL Conference.
[6] Zeb Kurth-Nelson,et al. Learning to reinforcement learn , 2016, CogSci.
[7] Romain Laroche,et al. Transfer Learning for User Adaptation in Spoken Dialogue Systems , 2016, AAMAS.
[8] Pietro Perona,et al. One-shot learning of object categories , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[9] Rich Caruana,et al. Multitask Learning , 1998, Encyclopedia of Machine Learning and Data Mining.
[10] Marcin Andrychowicz,et al. Learning to learn by gradient descent by gradient descent , 2016, NIPS.
[11] Jeffrey Pennington,et al. GloVe: Global Vectors for Word Representation , 2014, EMNLP.
[12] Oriol Vinyals,et al. Matching Networks for One Shot Learning , 2016, NIPS.
[13] Gökhan Tür,et al. Use of kernel deep convex networks and end-to-end learning for spoken language understanding , 2012, 2012 IEEE Spoken Language Technology Workshop (SLT).
[14] Vladimir Vlasov,et al. Few-Shot Generalization Across Dialogue Tasks , 2018, ArXiv.
[15] Joshua B. Tenenbaum,et al. One-Shot Learning with a Hierarchical Nonparametric Bayesian Model , 2011, ICML Unsupervised and Transfer Learning.
[16] Matthew Henderson,et al. Deep Neural Network Approach for the Dialog State Tracking Challenge , 2013, SIGDIAL Conference.
[17] David Vandyke,et al. Multi-domain Neural Network Language Generation for Spoken Dialogue Systems , 2016, NAACL.
[18] Fei-FeiLi,et al. One-Shot Learning of Object Categories , 2006 .
[19] Gökhan Tür,et al. Zero-Shot Learning and Clustering for Semantic Utterance Classification , 2013, ICLR.
[20] David Vandyke,et al. Multi-domain Dialog State Tracking using Recurrent Neural Networks , 2015, ACL.
[21] Matthew Henderson,et al. The third Dialog State Tracking Challenge , 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).
[22] Andrew Y. Ng,et al. Zero-Shot Learning Through Cross-Modal Transfer , 2013, NIPS.
[23] Richard S. Zemel,et al. Prototypical Networks for Few-shot Learning , 2017, NIPS.
[24] Wojciech Zaremba,et al. Recurrent Neural Network Regularization , 2014, ArXiv.
[25] Jianfeng Gao,et al. Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access , 2016, ACL.
[26] Yu Zhang,et al. Personalizing a Dialogue System With Transfer Reinforcement Learning , 2016, AAAI.
[27] Samy Bengio,et al. Zero-Shot Learning by Convex Combination of Semantic Embeddings , 2013, ICLR.
[28] Yong Wang,et al. Meta-Learning for Low-Resource Neural Machine Translation , 2018, EMNLP.
[29] Hang Li,et al. “ Tony ” DNN Embedding for “ Tony ” Selective Read for “ Tony ” ( a ) Attention-based Encoder-Decoder ( RNNSearch ) ( c ) State Update s 4 SourceVocabulary Softmax Prob , 2016 .
[30] Zhou Yu,et al. Sentiment Adaptive End-to-End Dialog Systems , 2018, ACL.
[31] Yoshua Bengio,et al. Deep Learning of Representations for Unsupervised and Transfer Learning , 2011, ICML Unsupervised and Transfer Learning.
[32] Daan Wierstra,et al. Meta-Learning with Memory-Augmented Neural Networks , 2016, ICML.
[33] David A. Cohn,et al. Improving generalization with active learning , 1994, Machine Learning.
[34] David Vandyke,et al. Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking , 2015, SIGDIAL Conference.
[35] Milica Gasic,et al. POMDP-Based Statistical Spoken Dialog Systems: A Review , 2013, Proceedings of the IEEE.
[36] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[37] Thomas L. Griffiths,et al. Recasting Gradient-Based Meta-Learning as Hierarchical Bayes , 2018, ICLR.
[38] Jiliang Tang,et al. A Survey on Dialogue Systems: Recent Advances and New Frontiers , 2017, SKDD.
[39] Sergey Ioffe,et al. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , 2015, ICML.
[40] Oliver Lemon,et al. Strategic Dialogue Management via Deep Reinforcement Learning , 2015, NIPS 2015.
[41] Salim Roukos,et al. Bleu: a Method for Automatic Evaluation of Machine Translation , 2002, ACL.