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In the research of end-to-end dialogue systems, using real-world knowledge to generate natural, fluent, and human-like utterances with correct answers is crucial.
“Using tf-idf to determine word relevance in document queries,”
Juan Enrique Ramos, · 2003
Earlier work this paper cites.
“Textrank: Bringing order into text,”
Rada Mihalcea and Paul Tarau, · 2004
Earlier work this paper cites.
“Yago: A core of semantic knowledge unifying wordnet and wikipedia,”
MS Fabian, Kasneci Gjergji, WEIKUM Gerhard, et al., · 2007
Earlier work this paper cites.
“A systematic comparison of smoothing techniques for sentence-level bleu,”
Boxing Chen and Colin Cherry, · 2014
Earlier work this paper cites.
“Dbpedia–a large-scale, multilingual knowledge base extracted from wikipedia,”
Jens Lehmann, Robert Isele, Max Jakob, Anja Jentzsch, Dimitris Kontokostas, Pablo N Mendes, Sebastian Hellmann, Mohamed Morsey, Patrick Van Kleef, Sören Auer, et al., · 2015
Earlier work this paper cites.
“Pointer networks,”
Oriol Vinyals, Meire Fortunato, and Navdeep Jaitly, · 2015
Earlier work this paper cites.
“Bidirectional lstm-crf models for sequence tagging,”
Zhiheng Huang, Wei Xu, and Kai Yu, · 2015
Earlier work this paper cites.
“A diversity-promoting objective function for neural conversation models,”
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, and William B. Dolan, · 2016
Earlier work this paper cites.
“Get to the point: Summarization with pointer-generator networks,”
A. See, Peter J. Liu, and Christopher D. Manning, · 2017
Earlier work this paper cites.
“Dailydialog: A manually labelled multi-turn dialogue dataset,”
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, and Shuzi Niu, · 2017
Cited alongside, same era.
“Improving language understanding by generative pre-training,”
Alec Radford and Karthik Narasimhan, · 2018
Cited alongside, same era.
“Multi-source pointer network for product title summarization,”
Fei Sun, Peng Jiang, Hanxiao Sun, Changhua Pei, Wenwu Ou, and Xiaobo Wang, · 2018
Cited alongside, same era.
“Personalizing dialogue agents: I have a dog, do you have pets too?,”
Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur D. Szlam, Douwe Kiela, and Jason Weston, · 2018
Cited alongside, same era.
“Ernie: Enhanced representation through knowledge integration,”
Yu Sun, Shuohuan Wang, Yukun Li, Shikun Feng, Xuyi Chen, Han Zhang, Xin Tian, Danxiang Zhu, Hao Tian, and Hua Wu, · 2019
Cited alongside, same era.
“Language models are unsupervised multitask learners,”
Alec Radford, Jeff Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever, · 2019
Later among the works it cites.
“Plato: Pre-trained dialogue generation model with discrete latent variable,”
Siqi Bao, H. He, Fan Wang, and Hua Wu, · 2020
Later among the works it cites.
“Graphdialog: Integrating graph knowledge into end-to-end task-oriented dialogue systems,”
Shiquan Yang, Rui Zhang, and Sarah Monazam Erfani, · 2020
Later among the works it cites.
“Towards conversational recommendation over multi-type dialogs,”
Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, and Ting Liu, · 2020
Later among the works it cites.
“Improving dialogue response generation via knowledge graph filter,”
Yanmeng Wang, Ye Wang, Xingyu Lou, Wenge Rong, Zhenghong Hao, and Shaojun Wang, · 2021
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“Plato-2: Towards building an open-domain chatbot via curriculum learning,”
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“Are training samples correlated? learning to generate dialogue responses with multiple references,”
Lisong Qiu, Juntao Li, Wei Bi, Dongyan Zhao, and Rui Yan, · 2019
Cited alongside, same era.
“Unified language model pre-training for natural language understanding and generation,” 2019
Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, and Hsiao-Wuen Hon, · 2019
Cited alongside, same era.
“Proactive human-machine conversation with explicit conversation goal,”
Wenquan Wu, Zhen Guo, Xiangyang Zhou, Hua Wu, Xiyuan Zhang, Rongzhong Lian, and Haifeng Wang, · 2019
Cited alongside, same era.
Siqi Bao, H. He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, and Xinchao Xu, · 2021
Later among the works it cites.
“Gakg: A multimodal geoscience academic knowledge graph,”
Cheng Deng, Yuting Jia, Hui Xu, Chong Zhang, Jingyao Tang, Luoyi Fu, Weinan Zhang, Haisong Zhang, Xinbing Wang, and Chenghu Zhou, · 2021
Later among the works it cites.
“Towards standard criteria for human evaluation of chatbots: A survey,”
Hongru Liang and Huaqing Li, · 2021
Later among the works it cites.