687 citations · 4k across the 58 of their papers we have counts for
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cs.CL2016★ 9 cited
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…
cs.CL2016★ 29 cited
Knowledge Enhanced Hybrid Neural Network for Text Matching
Yu Wu, Wei Wu, Zhoujun Li +1
Long text brings a big challenge to semantic matching due to their complicated semantic and syntactic structures. To tackle the challenge, we consider using prior knowledge to help…
cs.CL2016★ 11 cited
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…