123 citations · 152 across the 13 of their papers we have counts for
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cs.IR2022★ 13 cited
Recommending on graphs: a comprehensive review from a data perspective
Lemei Zhang, Peng Liu, Jon Atle Gulla
Recent advances in graph-based learning approaches have demonstrated their effectiveness in modelling users' preferences and items' characteristics for Recommender Systems (RSS). M…
cs.CL2022
Evaluating and Improving Context Attention Distribution on Multi-Turn Response Generation using Self-Contained Distractions
Yujie Xing, Jon Atle Gulla
Despite the rapid progress of open-domain generation-based conversational agents, most deployed systems treat dialogue contexts as single-turns, while systems dealing with multi-tu…
cs.CL2022
Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation
Yujie Xing, Jinglun Cai, Nils Barlaug +2
Open-domain conversational systems are assumed to generate equally good responses on multiple domains. Previous work achieved good performance on the single corpus, but training an…