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4 papers · 2 filters
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots
Yu Wu, Wei Wu, Chen Xing +2
We study response selection for multi-turn conversation in retrieval-based chatbots. Existing work either concatenates utterances in context or matches a response with a highly abs…
Dual Learning for Machine Translation
Yingce Xia, Di He, Tao Qin +4
While neural machine translation (NMT) is making good progress in the past two years, tens of millions of bilingual sentence pairs are needed for its training. However, human label…
Topic Aware Neural Response Generation
Chen Xing, Wei Wu, Yu Wu +4
We consider incorporating topic information into the sequence-to-sequence framework to generate informative and interesting responses for chatbots. To this end, we propose a topic…
Response Selection with Topic Clues for Retrieval-based Chatbots
Yu Wu, Wei Wu, Zhoujun Li +1
We consider incorporating topic information into message-response matching to boost responses with rich content in retrieval-based chatbots. To this end, we propose a topic-aware c…