Zhitong Yang — accepted AI-conference papers

2022

CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence Modeling

Jinfeng Zhou, Bo Wang, Zhitong Yang, Dongming Zhao, Kun Huang, Ruifang He +1

COLING 2022main

Conversational recommendation systems (CRS) aim to determine a goal item by sequentially tracking users’ interests through multi-turn conversation. In CRS, implicit patterns of user interest sequence guide the smooth transition of dialog utterances to the goal item. However, with the convenient expl…

Cited by 7 Source ↗PDF ↗Scholar ↗

2022

TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph

Zhitong Yang, Bo Wang, Jinfeng Zhou, Yue Tan, Dongming Zhao, Kun Huang +2

COLING 2022main

Target-oriented dialog aims to reach a global target through multi-turn conversation. The key to the task is the global planning towards the target, which flexibly guides the dialog concerning the context. However, existing target-oriented dialog works take a local and greedy strategy for response g…

Cited by 29 Source ↗PDF ↗code ↗Scholar ↗