59 citations · 241 across the 30 of their papers we have counts for
Showing 2018 · cs.CLShow all
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cs.CL2018
A Joint Model of Conversational Discourse and Latent Topics on Microblogs
Jing Li, Yan Song, Zhongyu Wei +1
Conventional topic models are ineffective for topic extraction from microblog messages, because the data sparseness exhibited in short messages lacking structure and contexts resul…
cs.CL2018★ 30 cited
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning
Baolin Peng, Xiujun Li, Jianfeng Gao +3
Training a task-completion dialogue agent via reinforcement learning (RL) is costly because it requires many interactions with real users. One common alternative is to use a user s…