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Building multi-turn information-seeking conversation systems is an important and challenging research topic.
A survey on transfer learning
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A large annotated corpus for learning natural language inference
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The ubuntu dialogue corpus: A large dataset for research in unstructured multi-turn dialogue systems
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How transferable are neural networks in nlp applications?
L. Mou, Z. Meng, R. Yan, G. Li, Y. Xu, L. Zhang, and Z. Jin. 2016 · 2016
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Text matching as image recognition
L. Pang, Y. Lan, J. Guo, J. Xu, S. Wan, and X. Cheng. 2016 · 2016
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A deep architecture for semantic matching with multiple positional sentence representations
S. Wan, Y. Lan, J. Guo, J. Xu, L. Pang, and X. Cheng. 2016 · 2016
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Incorporating loose-structured knowledge into LSTM with recall gate for conversation modeling
Z. Xu, B. Liu, B. Wang, C. Sun, and X. Wang. 2016 · 2016
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Learning to respond with deep neural networks for retrieval-based human-computer conversation system
R. Yan, Y. Song, and H. Wu. 2016 · 2016
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Abcnn: Attention-based convolutional neural network for modeling sentence pairs
Adversarial multi-task learning for text classification
P. Liu, X. Qiu, and X. Huang. 2017 · 2017
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B. Mitra, F. Diaz, and N. Craswell. 2017 · 2017
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Unsupervised cross-domain image generation
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Sequential matching network: A new architecture for multi-turn response selection in retrieval-based chatbots
Y. Wu, W. Wu, C. Xing, M. Zhou, and Z. Li. 2017 · 2017
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Transfer learning for sequence tagging with hierarchical recurrent networks
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W. Yin, H. Schütze, B. Xiang, and B. Zhou. 2016 · 2016
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Adversarial multi-criteria learning for chinese word segmentation
X. Chen, Z. Shi, X. Qiu, and X. Huang. 2017 · 2017
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Alime assist: An intelligent assistant for creating an innovative e-commerce experience
F. Li, M. Qiu, H. Chen, X. Wang, X. Gao, J. Huang, J. Ren, Z. Zhao, W. Zhao, L. Wang, and G. Jin. 2017 · 2017
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A persona-based neural conversation model
J. Li, M. Galley, C. Brockett, G. P. Spithourakis, J. Gao, and W. B. Dolan. 2016a
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Deep reinforcement learning for dialogue generation
J. Li, W. Monroe, A. Ritter, D. Jurafsky, M. Galley, and J. Gao. 2016b
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Z. Yang, R. Salakhutdinov, and W. W Cohen. 2017 · 2017
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Modelling domain relationships for transfer learning on retrieval-based question answering systems in e-commerce
J. Yu, M. Qiu, J. Jiang, J. Huang, S. Song, W. Chu, and H. Chen. 2017 · 2017
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Response ranking with deep matching networks and external knowledge in information-seeking conversation systems
L. Yang, M. Qiu, C. Qu, J. Guo, Y. Zhang, W. B. Croft, J. Huang, and H. Chen. 2018 · 2018
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